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ORCIDNanyun Peng 0001
Nanyun (Violet) Peng
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2020 – today
- 2026
[j9]Usman Naseem, Tanmoy Chakraborty, Kai-Wei Chang, Mark Dras, Preslav Nakov, Nanyun Peng, Soujanya Poria:
LLM Alignment should go beyond Harmlessness-Helpfulness and incorporate Human Agency. Cogn. Comput. 18(1): 26 (2026)- [j8]Zefan Cai, Haoyi Qiu, Haozhe Zhao, Ke Wan, Jiachen Li, Jiuxiang Gu, Wen Xiao, Nanyun Peng, Junjie Hu:
From Preferences to Prejudice: The Role of Alignment Tuning in Shaping Social Bias in Video Diffusion Models. Trans. Mach. Learn. Res. 2026 (2026) - [c209]Pei-Fu Guo, Ya-An Tsai, Chun-Chia Hsu, Kai-Xin Chen, Yun-Da Tsai, Kai-Wei Chang, Nanyun Peng, Mi-Yen Yeh, Shou-De Lin:
Beyond Facts- Benchmarking Distributional Reading Comprehension in Large Language Models. ACL (Findings) 2026: 10711-10728 - [c208]Jia-Chen Gu, Junyi Zhang, Di Wu, Yuankai Li, Kai-Wei Chang, Nanyun Peng:
BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning. ACL (Findings) 2026: 14221-14241 - [c207]Pei-Fu Guo, Yun-Da Tsai, Chun-Chia Hsu, Kai-Xin Chen, Ya-An Tsai, Kai-Wei Chang, Nanyun Peng, Mi-Yen Yeh, Shou-De Lin:
LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs. ACL (1) 2026: 15193-15208 - [c206]Haikang Deng, Po-Nien Kung, Nanyun Peng:
Decoupling Task-Solving and Output Formatting in LLM Generation. ACL (1) 2026: 16764-16781 - [c205]Hyeonjeong Ha, Qiusi Zhan, Jeonghwan Kim, Dimitrios Bralios, Saikrishna Sanniboina, Nanyun Peng, Kai-Wei Chang, Daniel Kang, Heng Ji:
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks. ACL (1) 2026: 33804-33826 - [c204]Li-Chun Lu, Miri Liu, Pin-Chun Lu, Yufei Tian, Shao-Hua Sun, Nanyun Peng:
Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations. EACL (Volume 1: Long Papers) 2026: 6329-6352 - [c203]Lucas Bandarkar, Chenyuan Yang, Mohsen Fayyaz, Junlin Hu, Nanyun (Violet) Peng:
Multilingual Routing in Mixture-of-Experts. ICLR 2026 - [c202]Shuang Chen, Hangyu Guo, Yimeng Ye, Shijue Huang, Wenbo Hu, Jiayu Chen, Manyuan Zhang, Haoxi Li, Song Guo, Nanyun (Violet) Peng:
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping. ICLR 2026 - [c201]Mohsen Fayyaz, Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Ryan Rossi, Trung Bui, Hinrich Schütze, Nanyun (Violet) Peng:
Steering MoE LLMs via Expert (De)Activation. ICLR 2026 - [c200]Qingyuan Liu, Jia-Chen Gu, Yunzhi Yao, Hong Wang, Nanyun (Violet) Peng:
Energy-Regularized Sequential Model Editing on Hyperspheres. ICLR 2026 - [c199]Masahiro Yoshida
, Bingxuan Li, Songyan Zhao, Qinyi Zhou, Shiwei Hu, Xiang Anthony Chen, Nanyun Peng:
CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support. IUI 2026: 1387-1410 - [i247]Xueqing Wu, Zihan Xue, Da Yin, Shuyan Zhou, Kai-Wei Chang, Nanyun Peng, Yeming Wen:
FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback. CoRR abs/2601.04203 (2026) - [i246]Sheriff Issaka, Erick Rosas Gonzalez, Lieqi Liu, Evans Kofi Agyei, Lucas Bandarkar, Nanyun Peng, David Ifeoluwa Adelani, Francisco Guzmán, Saadia Gabriel:
Translation as a Scalable Proxy for Multilingual Evaluation. CoRR abs/2601.11778 (2026) - [i245]Masahiro Yoshida, Bingxuan Li, Songyan Zhao, Qinyi Zhou, Shiwei Hu, Xiang Anthony Chen, Nanyun Peng:
CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support. CoRR abs/2602.22606 (2026) - [i244]Po-Nien Kung, Zhen Yang, Jeffrey Luo, Cheng-Fu Yang, Haikang Deng, Zi-Yi Dou, Yinfei Yang, Nanyun Peng, Zhe Gan, Kai-Wei Chang:
Learning Structured Reasoning via Tractable Trajectory Control. CoRR abs/2603.01641 (2026) - [i243]Alexander K. Taylor, Junyi Zhang, Ethan Ji, Vigyan Sahai, Haikang Deng, Yuanzhou Chen, Yifan Yuan, Di Wu, Jia-Chen Gu, Kai-Wei Chang, Nanyun Peng, Amit Sahai, Wei Wang:
TaoBench: Do Automated Theorem Prover LLMs Generalize Beyond MathLib? CoRR abs/2603.12744 (2026) - [i242]Shuang Chen, Quanxin Shou, Hangting Chen, Yucheng Zhou, Kaituo Feng, Wenbo Hu, Yi-Fan Zhang, Yunlong Lin, Wenxuan Huang, Mingyang Song, Dasen Dai, Bolin Jiang, Manyuan Zhang, Shi-Xue Zhang, Zhengkai Jiang, Lucas Wang, Zhao Zhong, Yu Cheng, Nanyun Peng:
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis. CoRR abs/2603.29620 (2026) - [i241]Pei-Fu Guo, Ya-An Tsai, Chun-Chia Hsu, Kai-Xin Chen, Yun-Da Tsai, Kai-Wei Chang, Nanyun Peng, Mi-Yen Yeh, Shou-De Lin:
Beyond Facts: Benchmarking Distributional Reading Comprehension in Large Language Models. CoRR abs/2604.06201 (2026) - [i240]Wenbo Hu, Xin Chen, Yan Gao-Tian, Yihe Deng, Nanyun Peng, Kai-Wei Chang:
OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks. CoRR abs/2604.08539 (2026) - [i239]Xinze Li, Nanyun Peng, Simone Severini, Patrick Shafto:
The Network Structure of Mathlib. CoRR abs/2604.24797 (2026) - [i238]Di Wu, Zixiang Ji, Asmi Kawatkar, Bryan Kwan, Jia-Chen Gu, Nanyun Peng, Kai-Wei Chang:
LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues. CoRR abs/2605.12493 (2026) - [i237]Mingtian Tan, Mihir Parmar, Palash Goyal, Chun-Liang Li, Nanyun Peng, Thomas Hartvigsen, Jinsung Yoon, Tomas Pfister:
LEAF: A Living Benchmark for Event-Augmented Forecasting. CoRR abs/2605.16358 (2026) - [i236]Liu O. Martin, Lucas Bandarkar, Nanyun Peng:
Extracting Small Translation Specialists from LLMs by Aggressively Pruning Experts. CoRR abs/2605.28042 (2026) - [i235]Xueqing Wu, Yu-Chi Lin, Kai-Wei Chang, Nanyun Peng:
On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training. CoRR abs/2605.29496 (2026) - [i234]Po-Nien Kung, Linfeng Song, Dawsen Hwang, Jinsung Yoon, Chun-Liang Li, Simone Severini, Mirek Olsák, Edward Lockhart, Quoc V. Le, Burak Gokturk, Thang Luong, Tomas Pfister, Nanyun Peng:
LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks. CoRR abs/2606.03303 (2026) - [i233]Eric Hanchen Jiang, Xiao Liang, Yikai Zhang, Yingjia Wan, Mengting Li, Haikang Deng, Alexander K. Taylor, Justin Baker, Rushil Raghavan, Junyi Zhang, Ying Nian Wu, Andrea L. Bertozzi, Kai-Wei Chang, Raghu Meka, Matthew Sottile, Nanyun Peng, Amit Sahai, Terence Tao, Wei Wang:
From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier. CoRR abs/2607.07779 (2026) - [i232]Haoyi Qiu, Genglin Liu, Pranav Narayanan Venkit, Kung-Hsiang Huang, Saadia Gabriel, Chien-Sheng Wu, Nanyun Peng:
Belief Cascades Drive Persuasion in LLM Agent Networks. CoRR abs/2608.25152 (2026) - [i231]Xueqing Wu, Ashwin Balasubramanian, Bingxuan Li, Dawei Zhu, Kai-Wei Chang, Yale Song, Yiwen Song, Rui Meng, Tomas Pfister, Nanyun Peng:
PaperBanana-Interact: Scientific Diagram Refinement with Multi-Turn Human Feedback. CoRR abs/2608.30241 (2026) - [i230]Akhila Yerukola, Fabrice Harel-Canada, Simran Khanuja, Abhinav Rao, Ashima Suvarna, Nanyun Peng, Saadia Gabriel, Maarten Sap:
NormViz: A Benchmark and Framework for Grounding Multimodal Reasoning in Global Cultures. CoRR abs/2609.06831 (2026) - [i229]Liu O. Martin, Lucas Bandarkar, Nanyun Peng:
ESTS at WMT26: Routing-Informed Expert Pruning for Model Compression. CoRR abs/2609.12310 (2026) - [i228]Ruichen Zheng, Yihe Wang, Fabrice Harel-Canada, Sara Khosravi, Zeynep Senahan Yildiz, Amit Sahai, Nanyun Peng:
Does Reasoning Improve Psychological Depth in Large Language Models? It Depends on Who's Judging. CoRR abs/2609.13773 (2026) - [i227]Zihan Xue, Po-Yi Lu, Serhii Honcharenko, Zih-Ching Chen, Hsuan-Tien Lin, Nanyun Peng, I-Hung Hsu, Kuan-Hao Huang:
TwinICL: Diagnosing Multimodal In-Context Learning through Paired Counterfactuals. CoRR abs/2609.15028 (2026) - [i226]Xueqing Wu, Langxing Bai, Hritik Bansal, Po-Nien Kung, Shuo Li, Hao Liu, Nanyun Peng, Kai-Wei Chang:
Planned Test-Time Scaling with Coordinated Reasoning Paths. CoRR abs/2609.27374 (2026) - [i225]Lucas Bandarkar, Junlin Hu, Chenyuan Yang, Mohsen Fayyaz, Nanyun Peng:
Multilinguality in Hybrid Attention LLMs. CoRR abs/2609.35378 (2026) - 2025
- [j7]Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal, Anil Ramakrishna, Tagyoung Chung:
REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM. Trans. Assoc. Comput. Linguistics 13: 760-783 (2025) - [j6]Haoyi Qiu, Kung-Hsiang Huang, Ruichen Zheng, Jiao Sun, Nanyun Peng:
Multimodal Cultural Safety: Evaluation Framework and Alignment Strategies. Trans. Mach. Learn. Res. 2025 (2025) - [c198]Hritik Bansal, Ashima Suvarna, Gantavya Bhatt, Nanyun Peng, Kai-Wei Chang, Aditya Grover:
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization. ACL (Findings) 2025: 701-723 - [c197]Chujie Zheng, Ziqi Wang, Heng Ji, Minlie Huang, Nanyun Peng:
Model Extrapolation Expedites Alignment. ACL (1) 2025: 1025-1041 - [c196]Yufei Tian, Jiao Sun, Nanyun Peng, Zizhao Zhang:
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation. ACL (1) 2025: 8917-8933 - [c195]Mohsen Fayyaz, Ali Modarressi, Hinrich Schütze, Nanyun Peng:
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence. ACL (1) 2025: 9136-9152 - [c194]Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang:
DRS: Deep Question Reformulation With Structured Output. ACL (Findings) 2025: 12869-12882 - [c193]Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Zhen Xiong, Nanyun Peng, Kai-Wei Chang:
Vulnerability of LLMs to Vertically Aligned Text Manipulations. ACL (1) 2025: 19929-19941 - [c192]Hyeonjeong Ha, Xiaomeng Jin, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji:
SYNTHIA: Novel Concept Design with Affordance Composition. ACL (1) 2025: 20939-20958 - [c191]Akhila Yerukola, Saadia Gabriel, Nanyun Peng, Maarten Sap:
Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures. ACL (1) 2025: 25041-25080 - [c190]Fabrice Harel-Canada, Boran Erol, Connor Choi, Jason Liu, Gary Jiarui Song, Nanyun Peng, Amit Sahai:
Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking. ACL (1) 2025: 29698-29735 - [c189]Bingxuan Li, Yiwei Wang, Jiuxiang Gu, Kai-Wei Chang, Nanyun Peng:
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling. ACL (1) 2025: 30054-30069 - [c188]Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang:
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding. COLING 2025: 1013-1026 - [c187]Xueqing Wu, Yuheng Ding, Bingxuan Li, Pan Lu, Da Yin, Kai-Wei Chang, Nanyun Peng:
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning. CVPR 2025: 9527-9537 - [c186]Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang, Shumin Deng, Huajun Chen, Nanyun Peng:
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. EMNLP 2025: 11366-11382 - [c185]Tanmay Parekh, Kartik Mehta, Ninareh Mehrabi, Kai-Wei Chang, Nanyun Peng:
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning. EMNLP 2025: 20560-20582 - [c184]Tanmay Parekh, Yuxuan Dong, Lucas Bandarkar, Artin Kim, I-Hung Hsu, Kai-Wei Chang, Nanyun Peng:
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection. EMNLP 2025: 20583-20604 - [c183]Parker Seegmiller, Kartik Mehta, Soumya Saha, Chenyang Tao, Shereen Oraby, Arpit Gupta, Tagyoung Chung, Mohit Bansal, Nanyun Peng:
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline. EMNLP (Findings) 2025: 24746-24766 - [c182]Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang:
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025: 26565-26580 - [c181]Cheng-Fu Yang, Da Yin, Wenbo Hu, Heng Ji, Nanyun Peng, Bolei Zhou, Kai-Wei Chang:
Verbalized Representation Learning for Interpretable Few-Shot Generalization. ICCV 2025: 1602-1612 - [c180]Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng:
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. ICLR 2025 - [c179]Yu Zhou, Bingxuan Li, Mohan Tang, Xiaomeng Jin, Te-Lin Wu, Kuan-Hao Huang, Heng Ji, Kai-Wei Chang, Nanyun Peng:
Contrastive Visual Data Augmentation. ICML 2025 - [c178]Honghua Zhang, Meihua Dang, Benjie Wang, Stefano Ermon, Nanyun Peng, Guy Van den Broeck:
Scaling Probabilistic Circuits via Monarch Matrices. ICML 2025 - [c177]Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang:
Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety. NAACL (Findings) 2025: 3939-3952 - [c176]Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu:
Evaluating Cultural and Social Awareness of LLM Web Agents. NAACL (Findings) 2025: 3978-4005 - [c175]Yuankai Li, Jia-Chen Gu, Di Wu, Kai-Wei Chang, Nanyun Peng:
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression. NAACL (Findings) 2025: 5449-5470 - [c174]Xuan He, Da Yin, Nanyun Peng:
Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? NAACL (Long Papers) 2025: 11006-11046 - [c173]Songyan Zhao, Bingxuan Li, Yufei Tian, Nanyun Peng:
REFFLY: Melody-Constrained Lyrics Editing Model. NAACL (Long Papers) 2025: 11295-11315 - [c172]Ansel Blume, Jeonghwan Kim, Hyeonjeong Ha, Elen Chatikyan, Xiaomeng Jin, Khanh Duy Nguyen, Nanyun Peng, Kai-Wei Chang, Derek Hoiem, Heng Ji:
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding. NeurIPS 2025 - [c171]Yihe Deng, Hritik Bansal, Fan Yin, Nanyun Peng, Wei Wang, Kai-Wei Chang:
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles. NeurIPS 2025 - [c170]Wenbo Hu, Yining Hong, Yanjun Wang, Leison Gao, Zibu Wei, Xingcheng Yao, Nanyun Peng, Yonatan Bitton, Idan Szpektor, Kai-Wei Chang:
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model. NeurIPS 2025 - [c169]Salman Rahman, Sheriff Issaka, Ashima Suvarna, Genglin Liu, James Shiffer, Jaeyoung Lee, Md. Rizwan Parvez, Hamid Palangi, Shi Feng, Nanyun Peng, Yejin Choi, Julian Michael, Liwei Jiang, Saadia Gabriel:
AI Debate Aids Assessment of Controversial Claims. NeurIPS 2025 - [c168]Yihan Wang, Andrew Bai, Nanyun Peng, Cho-Jui Hsieh:
On the Loss of Context Awareness in General Instruction Fine-tuning. NeurIPS 2025 - [c167]Danfeng Guo, Sanchit Agarwal, Yu-Hsiang Lin, Jiun-Yu Kao, Tagyoung Chung, Nanyun Peng, Mohit Bansal:
Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention. WACV 2025: 4077-4086 - [i224]Zhen Xiong, Yujun Cai, Bryan Hooi, Nanyun Peng, Kai-Wei Chang, Zhecheng Li, Yiwei Wang:
Enhancing LLM Character-Level Manipulation via Divide and Conquer. CoRR abs/2502.08180 (2025) - [i223]Jiaxi Li, Yiwei Wang, Kai Zhang, Yujun Cai, Bryan Hooi, Nanyun Peng, Kai-Wei Chang, Jin Lu:
Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment. CoRR abs/2502.14275 (2025) - [i222]Tanmay Parekh, Yuxuan Dong, Lucas Bandarkar, Artin Kim, I-Hung Hsu, Kai-Wei Chang, Nanyun Peng:
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection. CoRR abs/2502.17394 (2025) - [i221]Bingxuan Li, Yiwei Wang, Jiuxiang Gu, Kai-Wei Chang, Nanyun Peng:
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling. CoRR abs/2502.17651 (2025) - [i220]Yu Zhou, Bingxuan Li, Mohan Tang, Xiaomeng Jin, Te-Lin Wu, Kuan-Hao Huang, Heng Ji, Kai-Wei Chang, Nanyun Peng:
Contrastive Visual Data Augmentation. CoRR abs/2502.17709 (2025) - [i219]Akhila Yerukola, Saadia Gabriel, Nanyun Peng, Maarten Sap:
Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures. CoRR abs/2502.17710 (2025) - [i218]Xiaomeng Jin, Hyeonjeong Ha, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji:
Synthia: Novel Concept Design with Affordance Composition. CoRR abs/2502.17793 (2025) - [i217]Hyeonjeong Ha, Qiusi Zhan, Jeonghwan Kim, Dimitrios Bralios, Saikrishna Sanniboina, Nanyun Peng, Kai-Wei Chang, Daniel Kang, Heng Ji:
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks. CoRR abs/2502.17832 (2025) - [i216]Guangfu Guo, Kai Zhang, Bryan Hooi, Yujun Cai, Xiaoqian Lu, Nanyun Peng, Yiwei Wang:
Structured Outputs Enable General-Purpose LLMs to be Medical Experts. CoRR abs/2503.03194 (2025) - [i215]Mohsen Fayyaz, Ali Modarressi, Hinrich Schütze, Nanyun Peng:
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence. CoRR abs/2503.05037 (2025) - [i214]Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang, Shumin Deng, Huajun Chen, Nanyun Peng:
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. CoRR abs/2503.16356 (2025) - [i213]Brihi Joshi, Sriram Venkatapathy, Mohit Bansal, Nanyun Peng, Haw-Shiuan Chang:
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization. CoRR abs/2503.17136 (2025) - [i212]Yihe Deng, Hritik Bansal, Fan Yin, Nanyun Peng, Wei Wang, Kai-Wei Chang:
OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement. CoRR abs/2503.17352 (2025) - [i211]Di Wu, Jia-Chen Gu, Kai-Wei Chang, Nanyun Peng:
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization. CoRR abs/2504.01018 (2025) - [i210]Sifan Li, Yujun Cai, Bryan Hooi, Nanyun Peng, Yiwei Wang:
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs. CoRR abs/2504.03786 (2025) - [i209]Nitya Thakkar, Mert Yüksekgönül, Jake Silberg, Animesh Garg, Nanyun Peng, Fei Sha, Rose Yu, Carl Vondrick, James Zou:
Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025. CoRR abs/2504.09737 (2025) - [i208]Fabrice Harel-Canada, Boran Erol, Connor Choi, Jason Liu, Gary Jiarui Song, Nanyun Peng, Amit Sahai:
Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking. CoRR abs/2505.06827 (2025) - [i207]Haoyi Qiu, Kung-Hsiang Huang, Ruichen Zheng, Jiao Sun, Nanyun Peng:
Multimodal Cultural Safety: Evaluation Frameworks and Alignment Strategies. CoRR abs/2505.14972 (2025) - [i206]Lucas Bandarkar, Nanyun Peng:
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs. CoRR abs/2505.18356 (2025) - [i205]Ansel Blume, Jeonghwan Kim, Hyeonjeong Ha, Elen Chatikyan, Xiaomeng Jin, Khanh Duy Nguyen, Nanyun Peng, Kai-Wei Chang, Derek Hoiem, Heng Ji:
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding. CoRR abs/2505.20759 (2025) - [i204]Wenbo Hu, Yining Hong, Yanjun Wang, Leison Gao, Zibu Wei, Xingcheng Yao, Nanyun Peng, Yonatan Bitton, Idan Szpektor, Kai-Wei Chang:
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model. CoRR abs/2505.22657 (2025) - [i203]Yufei Tian, Jiao Sun, Nanyun Peng, Zizhao Zhang:
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation. CoRR abs/2506.00319 (2025) - [i202]Salman Rahman, Sheriff Issaka, Ashima Suvarna, Genglin Liu, James Shiffer, Jaeyoung Lee, Md. Rizwan Parvez, Hamid Palangi, Shi Feng, Nanyun Peng, Yejin Choi, Julian Michael, Liwei Jiang, Saadia Gabriel:
AI Debate Aids Assessment of Controversial Claims. CoRR abs/2506.02175 (2025) - [i201]Tanmay Parekh, Kartik Mehta, Ninareh Mehrabi, Kai-Wei Chang, Nanyun Peng:
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning. CoRR abs/2506.05128 (2025) - [i200]Honghua Zhang, Meihua Dang, Benjie Wang, Stefano Ermon, Nanyun Peng, Guy Van den Broeck:
Scaling Probabilistic Circuits via Monarch Matrices. CoRR abs/2506.12383 (2025) - [i199]Li-Chun Lu, Miri Liu, Pin-Chun Lu, Yufei Tian, Shao-Hua Sun, Nanyun Peng:
Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations. CoRR abs/2508.05470 (2025) - [i198]Parker Seegmiller, Kartik Mehta, Soumya Saha, Chenyang Tao, Shereen Oraby, Arpit Gupta, Tagyoung Chung, Mohit Bansal, Nanyun Peng:
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline. CoRR abs/2508.16514 (2025) - [i197]Mohsen Fayyaz, Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Ryan A. Rossi, Trung Bui, Hinrich Schütze, Nanyun Peng:
Steering MoE LLMs via Expert (De)Activation. CoRR abs/2509.09660 (2025) - [i196]Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang:
How to Make Large Language Models Generate 100% Valid Molecules? CoRR abs/2509.23099 (2025) - [i195]Junyi Zhang, Jia-Chen Gu, Wenbo Hu, Yu Zhou, Robinson Piramuthu, Nanyun Peng:
TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models. CoRR abs/2509.25143 (2025) - [i194]Qingyuan Liu, Jia-Chen Gu, Yunzhi Yao, Hong Wang, Nanyun Peng:
Energy-Regularized Sequential Model Editing on Hyperspheres. CoRR abs/2510.01172 (2025) - [i193]Rohan Wadhawan, Fabrice Harel-Canada, Zi-Yi Dou, Suhaila Shakiah, Robinson Piramuthu, Nanyun Peng:
VaPR - Vision-language Preference alignment for Reasoning. CoRR abs/2510.01700 (2025) - [i192]Haikang Deng, Po-Nien Kung, Nanyun Peng:
Decoupling Task-Solving and Output Formatting in LLM Generation. CoRR abs/2510.03595 (2025) - [i191]Lucas Bandarkar, Chenyuan Yang, Mohsen Fayyaz, Junlin Hu, Nanyun (Violet) Peng:
Multilingual Routing in Mixture-of-Experts. CoRR abs/2510.04694 (2025) - [i190]Shuang Chen, Yue Guo, Yimeng Ye, Shijue Huang, Wenbo Hu, Haoxi Li, Manyuan Zhang, Jiayu Chen, Song Guo, Nanyun Peng:
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping. CoRR abs/2510.08457 (2025) - [i189]Rui Li, Jia-Chen Gu, Po-Nien Kung, Heming Xia, Junfeng Liu, Xiangwen Kong, Zhifang Sui, Nanyun Peng:
LLM-REVal: Can We Trust LLM Reviewers Yet? CoRR abs/2510.12367 (2025) - [i188]Jia-Chen Gu, Junyi Zhang, Di Wu, Yuankai Li, Kai-Wei Chang, Nanyun Peng:
BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning. CoRR abs/2510.13799 (2025) - [i187]Yu Zhou, Sohyun An, Haikang Deng, Da Yin, Clark Peng, Cho-Jui Hsieh, Kai-Wei Chang, Nanyun Peng:
DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation. CoRR abs/2510.14949 (2025) - [i186]Zefan Cai, Haoyi Qiu, Haozhe Zhao, Ke Wan, Jiachen Li, Jiuxiang Gu, Wen Xiao, Nanyun Peng, Junjie Hu:
From Preferences to Prejudice: The Role of Alignment Tuning in Shaping Social Bias in Video Diffusion Models. CoRR abs/2510.17247 (2025) - [i185]Haoyi Qiu, Yilun Zhou, Pranav Narayanan Venkit, Kung-Hsiang Huang, Jiaxin Zhang, Nanyun Peng, Chien-Sheng Wu:
MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion. CoRR abs/2510.22768 (2025) - [i184]Pei-Fu Guo, Yun-Da Tsai, Chun-Chia Hsu, Kai-Xin Chen, Ya-An Tsai, Kai-Wei Chang, Nanyun Peng, Mi-Yen Yeh, Shou-De Lin:
LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs. CoRR abs/2511.14774 (2025) - [i183]Sarik Ghazarian, Abhinav Gullapalli, Swair Shah, Anurag Beniwal, Nanyun Peng, Narayanan Sadagopan, Zhou Yu:
TOD-ProcBench: Benchmarking Complex Instruction-Following in Task-Oriented Dialogues. CoRR abs/2511.15976 (2025) - [i182]Salman Rahman, Sruthi Gorantla, Arpit Gupta, Swastik Roy, Nanyun Peng, Yang Liu:
SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning. CoRR abs/2512.03244 (2025) - [i181]Zefan Cai, Haoyi Qiu, Tianyi Ma, Haozhe Zhao, Gengze Zhou, Kung-Hsiang Huang, Parisa Kordjamshidi, Minjia Zhang, Wen Xiao, Jiuxiang Gu, Nanyun Peng, Junjie Hu:
MMGR: Multi-Modal Generative Reasoning. CoRR abs/2512.14691 (2025) - 2024
- [j5]Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A. Sigurdsson, Nanyun Peng, Xin Eric Wang:
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. Trans. Mach. Learn. Res. 2024 (2024) - [c166]Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang:
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models. AAAI 2024: 18751-18759 - [c165]Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. AAAI 2024: 23811-23813 - [c164]Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng:
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. ACL (Findings) 2024: 1783-1805 - [c163]Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng:
Improving Event Definition Following For Zero-Shot Event Detection. ACL (1) 2024: 2842-2863 - [c162]I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng:
Argument-Aware Approach To Event Linking. ACL (Findings) 2024: 12769-12781 - [c161]I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister:
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. ACL (Findings) 2024: 12782-12803 - [c160]Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji:
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. ACL (Findings) 2024: 12804-12825 - [c159]Alexander Spangher, Serdar Tumgoren, Ben Welsh, Nanyun Peng, Emilio Ferrara, Jonathan May:
Tracking the Newsworthiness of Public Documents. ACL (1) 2024: 14150-14168 - [c158]Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang:
Medical Vision-Language Pre-Training for Brain Abnormalities. LREC/COLING 2024: 11159-11164 - [c157]Silin Meng, Yiwei Wang, Cheng-Fu Yang, Nanyun Peng, Kai-Wei Chang:
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning. EMNLP (Findings) 2024: 1087-1102 - [c156]Ashima Suvarna, Xiao Liu, Tanmay Parekh, Kai-Wei Chang, Nanyun Peng:
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing. EMNLP 2024: 1288-1299 - [c155]Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin, Haw-Shiuan Chang, Shereen Oraby, Sijia Liu, Vivek Subramanian, Tagyoung Chung, Mohit Bansal, Nanyun Peng:
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints. EMNLP (Findings) 2024: 7773-7812 - [c154]Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal, Anil Ramakrishna, Tagyoung Chung:
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM. EMNLP 2024: 8503-8526 - [c153]Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang:
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. EMNLP 2024: 9390-9406 - [c152]Xueqing Wu, Zongyu Lin, Songyan Zhao, Te-Lin Wu, Pan Lu, Nanyun Peng, Kai-Wei Chang:
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs. EMNLP (Findings) 2024: 9845-9860 - [c151]Yufei Tian, Zeyu Pan, Nanyun Peng:
Detecting Machine-Generated Long-Form Content with Latent-Space Variables. EMNLP (Findings) 2024: 10394-10408 - [c150]Tanmay Parekh, Jeffrey Kwan, Jiarui Yu, Sparsh Johri, Hyosang Ahn, Sreya Muppalla, Kai-Wei Chang, Wei Wang, Nanyun Peng:
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness. EMNLP 2024: 12936-12965 - [c149]Bingxuan Li, Yiwei Wang, Tao Meng, Kai-Wei Chang, Nanyun Peng:
Control Large Language Models via Divide and Conquer. EMNLP 2024: 15240-15256 - [c148]Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng:
Re-ReST: Reflection-Reinforced Self-Training for Language Agents. EMNLP 2024: 15394-15411 - [c147]Alexander Spangher, James Youn, Matt DeButts, Nanyun Peng, Emilio Ferrara, Jonathan May:
Explaining Mixtures of Sources in News Articles. EMNLP (Findings) 2024: 15837-15859 - [c146]Hao Liu, Zi-Yi Dou, Yixin Wang, Nanyun Peng, Yisong Yue:
Uncertainty Calibration for Tool-Using Language Agents. EMNLP (Findings) 2024: 16781-16805 - [c145]Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng:
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue. EMNLP 2024: 16801-16819 - [c144]Fabrice Harel-Canada, Hanyu Zhou, Sreya Muppalla, Zeynep Yildiz, Miryung Kim, Amit Sahai, Nanyun Peng:
Measuring Psychological Depth in Language Models. EMNLP 2024: 17162-17196 - [c143]Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng:
Are Large Language Models Capable of Generating Human-Level Narratives? EMNLP 2024: 17659-17681 - [c142]Alexander Spangher, Nanyun Peng, Sebastian Gehrmann, Mark Dredze:
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs. EMNLP 2024: 21814-21828 - [c141]Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian:
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment. ICLR 2024 - [c140]Sidi Lu, Hongyi Liu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng:
Open-Domain Text Evaluation via Contrastive Distribution Methods. ICML 2024: 33057-33068 - [c139]Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, Nanyun Peng:
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models. ICML 2024: 33243-33253 - [c138]Rohan Wadhawan, Hritik Bansal, Kai-Wei Chang, Nanyun Peng:
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models. ICML 2024: 49733-49787 - [c137]Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng:
On Prompt-Driven Safeguarding for Large Language Models. ICML 2024: 61593-61613 - [c136]Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu:
New Job, New Gender? Measuring the Social Bias in Image Generation Models. ACM Multimedia 2024: 3781-3789 - [c135]Ansel Blume, Khanh Duy Nguyen, Zhenhailong Wang, Yangyi Chen, Michal Shlapentokh-Rothman, Xiaomeng Jin, Jeonghwan Kim, Zhen Zhu, Jiateng Liu, Kuan-Hao Huang, Mankeerat Sidhu, Xuanming Zhang, Vivian Liu, Raunak Sinha, Te-Lin Wu, Abhay Zala, Elias Stengel-Eskin, Da Yin, Yao Xiao, Utkarsh Mall, Zhou Yu, Kai-Wei Chang, Camille Cobb, Karrie Karahalios, Lydia B. Chilton, Mohit Bansal, Nanyun Peng, Carl Vondrick, Derek Hoiem, Heng Ji:
MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. ACM Multimedia 2024: 11252-11254 - [c134]Haoyi Qiu, Kung-Hsiang Huang, Jingnong Qu, Nanyun Peng:
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation. NAACL-HLT 2024: 594-608 - [c133]Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim:
Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. NAACL-HLT (Findings) 2024: 3118-3129 - [c132]Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng:
Mitigating Bias for Question Answering Models by Tracking Bias Influence. NAACL-HLT 2024: 4592-4610 - [c131]Yufei Tian, Abhilasha Ravichander, Lianhui Qin, Ronan Le Bras, Raja Marjieh, Nanyun Peng, Yejin Choi, Thomas L. Griffiths, Faeze Brahman:
MacGyver: Are Large Language Models Creative Problem Solvers? NAACL-HLT 2024: 5303-5324 - [c130]Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng:
Contextual Label Projection for Cross-Lingual Structured Prediction. NAACL-HLT 2024: 5738-5757 - [c129]Tanmay Parekh, Anh Mac, Jiarui Yu, Yuxuan Dong, Syed Shahriar, Bonnie Liu, Eric Yang, Kuan-Hao Huang, Wei Wang, Nanyun Peng, Kai-Wei Chang:
Event Detection from Social Media for Epidemic Prediction. NAACL-HLT 2024: 5758-5783 - [c128]Xueqing Wu, Rui Zheng, Jingzhen Sha, Te-Lin Wu, Hanyu Zhou, Mohan Tang, Kai-Wei Chang, Nanyun Peng, Haoran Huang:
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation. NeurIPS 2024 - [c127]Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang:
Matryoshka Query Transformer for Large Vision-Language Models. NeurIPS 2024 - [c126]Da Yin, Haoyi Qiu, Kung-Hsiang Huang, Kai-Wei Chang, Nanyun Peng:
SafeWorld: Geo-Diverse Safety Alignment. NeurIPS 2024 - [c125]Honghua Zhang, Po-Nien Kung, Masahiro Yoshida, Guy Van den Broeck, Nanyun Peng:
Adaptable Logical Control for Large Language Models. NeurIPS 2024 - [i180]Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu:
New Job, New Gender? Measuring the Social Bias in Image Generation Models. CoRR abs/2401.00763 (2024) - [i179]Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng:
Model Editing Can Hurt General Abilities of Large Language Models. CoRR abs/2401.04700 (2024) - [i178]Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang:
DeepEdit: Knowledge Editing as Decoding with Constraints. CoRR abs/2401.10471 (2024) - [i177]Rohan Wadhawan, Hritik Bansal, Kai-Wei Chang, Nanyun Peng:
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models. CoRR abs/2401.13311 (2024) - [i176]Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng:
Prompt-Driven LLM Safeguarding via Directed Representation Optimization. CoRR abs/2401.18018 (2024) - [i175]Xueqing Wu, Rui Zheng, Jingzhen Sha, Te-Lin Wu, Hanyu Zhou, Mohan Tang, Kai-Wei Chang, Nanyun Peng, Haoran Huang:
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation. CoRR abs/2403.02528 (2024) - [i174]Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng:
Improving Event Definition Following For Zero-Shot Event Detection. CoRR abs/2403.02586 (2024) - [i173]I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Premkumar Natarajan, Jayanth Srinivasa, Nanyun Peng:
Argument-Aware Approach To Event Linking. CoRR abs/2403.15097 (2024) - [i172]Hritik Bansal, Ashima Suvarna, Gantavya Bhatt, Nanyun Peng, Kai-Wei Chang, Aditya Grover:
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization. CoRR abs/2404.00530 (2024) - [i171]Tanmay Parekh, Anh Mac, Jiarui Yu, Yuxuan Dong, Syed Shahriar, Bonnie Liu, Eric Yang, Kuan-Hao Huang, Wei Wang, Nanyun Peng, Kai-Wei Chang:
Event Detection from Social Media for Epidemic Prediction. CoRR abs/2404.01679 (2024) - [i170]Ashima Suvarna, Harshita Khandelwal, Nanyun Peng:
PhonologyBench: Evaluating Phonological Skills of Large Language Models. CoRR abs/2404.02456 (2024) - [i169]Hritik Bansal, Po-Nien Kung, P. Jeffrey Brantingham, Kai-Wei Chang, Nanyun Peng:
GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling. CoRR abs/2404.04763 (2024) - [i168]Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng:
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. CoRR abs/2404.13874 (2024) - [i167]Chujie Zheng, Ziqi Wang, Heng Ji, Minlie Huang, Nanyun Peng:
Weak-to-Strong Extrapolation Expedites Alignment. CoRR abs/2404.16792 (2024) - [i166]Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang:
Medical Vision-Language Pre-Training for Brain Abnormalities. CoRR abs/2404.17779 (2024) - [i165]Xuehai He, Jian Zheng, Jacob Zhiyuan Fang, Robinson Piramuthu, Mohit Bansal, Vicente Ordonez, Gunnar A. Sigurdsson, Nanyun Peng, Xin Eric Wang:
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. CoRR abs/2405.04834 (2024) - [i164]Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang:
Matryoshka Query Transformer for Large Vision-Language Models. CoRR abs/2405.19315 (2024) - [i163]Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng:
Reflection-Reinforced Self-Training for Language Agents. CoRR abs/2406.01495 (2024) - [i162]I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister:
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. CoRR abs/2406.05365 (2024) - [i161]Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal, Anil Ramakrishna, Tagyoung Chung:
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy. CoRR abs/2406.07735 (2024) - [i160]Fabrice Harel-Canada, Hanyu Zhou, Sreya Muppalla, Zeynep Yildiz, Amit Sahai, Nanyun Peng:
Measuring Psychological Depth in Language Models. CoRR abs/2406.12680 (2024) - [i159]Xueqing Wu, Zongyu Lin, Songyan Zhao, Te-Lin Wu, Pan Lu, Nanyun Peng, Kai-Wei Chang:
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs. CoRR abs/2406.13444 (2024) - [i158]Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang:
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. CoRR abs/2406.13692 (2024) - [i157]Honghua Zhang, Po-Nien Kung, Masahiro Yoshida, Guy Van den Broeck, Nanyun Peng:
Adaptable Logical Control for Large Language Models. CoRR abs/2406.13892 (2024) - [i156]Mohsen Fayyaz, Fan Yin, Jiao Sun, Nanyun Peng:
Evaluating Human Alignment and Model Faithfulness of LLM Rationale. CoRR abs/2407.00219 (2024) - [i155]Silin Meng, Yiwei Wang, Cheng-Fu Yang, Nanyun Peng, Kai-Wei Chang:
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning. CoRR abs/2407.02511 (2024) - [i154]Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng:
Are Large Language Models Capable of Generating Human-Level Narratives? CoRR abs/2407.13248 (2024) - [i153]Ashima Suvarna, Xiao Liu, Tanmay Parekh, Kai-Wei Chang, Nanyun Peng:
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing. CoRR abs/2408.01046 (2024) - [i152]Zi-Yi Dou, Xitong Yang, Tushar Nagarajan, Huiyu Wang, Jing Huang, Nanyun Peng, Kris Kitani, Fu-Jen Chu:
Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning. CoRR abs/2408.03567 (2024) - [i151]Xiaomeng Jin, Jeonghwan Kim, Yu Zhou, Kuan-Hao Huang, Te-Lin Wu, Nanyun Peng, Heng Ji:
ARMADA: Attribute-Based Multimodal Data Augmentation. CoRR abs/2408.10086 (2024) - [i150]Songyan Zhao, Bingxuan Li, Yufei Tian, Nanyun Peng:
REFFLY: Melody-Constrained Lyrics Editing Model. CoRR abs/2409.00292 (2024) - [i149]Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang:
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding. CoRR abs/2409.03363 (2024) - [i148]Yufei Tian, Zeyu Pan, Nanyun Peng:
Detecting Machine-Generated Long-Form Content with Latent-Space Variables. CoRR abs/2410.03856 (2024) - [i147]Bingxuan Li, Yiwei Wang, Tao Meng, Kai-Wei Chang, Nanyun Peng:
Control Large Language Models via Divide and Conquer. CoRR abs/2410.04628 (2024) - [i146]Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin, Haw-Shiuan Chang, Shereen Oraby, Sijia Liu, Vivek Subramanian, Tagyoung Chung, Mohit Bansal, Nanyun Peng:
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints. CoRR abs/2410.06458 (2024) - [i145]Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng:
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. CoRR abs/2410.08182 (2024) - [i144]Yuankai Li, Jia-Chen Gu, Di Wu, Kai-Wei Chang, Nanyun Peng:
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression. CoRR abs/2410.15277 (2024) - [i143]Tanmay Parekh, Jeffrey Kwan, Jiarui Yu, Sparsh Johri, Hyosang Ahn, Sreya Muppalla, Kai-Wei Chang, Wei Wang, Nanyun Peng:
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness. CoRR abs/2410.18393 (2024) - [i142]Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Zhen Xiong, Nanyun Peng, Kai-Wei Chang:
Vulnerability of LLMs to Vertically Aligned Text Manipulations. CoRR abs/2410.20016 (2024) - [i141]Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Naifan Cheung, Nanyun Peng, Kai-Wei Chang:
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization. CoRR abs/2410.20021 (2024) - [i140]Xuan He, Da Yin, Nanyun Peng:
Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? CoRR abs/2410.20533 (2024) - [i139]Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu:
Evaluating Cultural and Social Awareness of LLM Web Agents. CoRR abs/2410.23252 (2024) - [i138]Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal, Anil Ramakrishna, Tagyoung Chung:
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM. CoRR abs/2411.01610 (2024) - [i137]Yihan Wang, Andrew Bai, Nanyun Peng, Cho-Jui Hsieh:
On the loss of context-awareness in general instruction fine-tuning. CoRR abs/2411.02688 (2024) - [i136]Alexander Spangher, James Youn, Matt DeButts, Nanyun Peng, Emilio Ferrara, Jonathan May:
Explaining Mixtures of Sources in News Articles. CoRR abs/2411.05192 (2024) - [i135]Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang:
DRS: Deep Question Reformulation With Structured Output. CoRR abs/2411.17993 (2024) - [i134]Cheng-Fu Yang, Da Yin, Wenbo Hu, Nanyun Peng, Bolei Zhou, Kai-Wei Chang:
Verbalized Representation Learning for Interpretable Few-Shot Generalization. CoRR abs/2411.18651 (2024) - [i133]Xueqing Wu, Yuheng Ding, Bingxuan Li, Pan Lu, Da Yin, Kai-Wei Chang, Nanyun Peng:
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning. CoRR abs/2412.02172 (2024) - [i132]Da Yin, Haoyi Qiu, Kung-Hsiang Huang, Kai-Wei Chang, Nanyun Peng:
SafeWorld: Geo-Diverse Safety Alignment. CoRR abs/2412.06483 (2024) - 2023
- [j4]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c124]Po-Nien Kung, Nanyun Peng:
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning. ACL (2) 2023: 1317-1328 - [c123]Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alexander Spangher, Nanyun Peng:
Learning Action Conditions from Instructional Manuals for Instruction Understanding. ACL (1) 2023: 3023-3043 - [c122]Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian:
DOC: Improving Long Story Coherence With Detailed Outline Control. ACL (1) 2023: 3378-3465 - [c121]Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng:
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles. ACL (1) 2023: 3664-3686 - [c120]Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng:
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. ACL (1) 2023: 4398-4419 - [c119]I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng, Jing Huang:
Code-Switched Text Synthesis in Unseen Language Pairs. ACL (Findings) 2023: 5137-5151 - [c118]Te-Lin Wu, Satwik Kottur, Andrea Madotto, Mahmoud Azab, Pedro Rodríguez, Babak Damavandi, Nanyun Peng, Seungwhan Moon:
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams. ACL (1) 2023: 6273-6291 - [c117]Paulina Toro Isaza, Guangxuan Xu, Toye Oloko, Yufang Hou, Nanyun Peng, Dakuo Wang:
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales. ACL (1) 2023: 6509-6531 - [c116]Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng:
Unsupervised Melody-to-Lyrics Generation. ACL (1) 2023: 9235-9254 - [c115]I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng:
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. ACL (1) 2023: 10976-10993 - [c114]I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
TAGPRIME: A Unified Framework for Relational Structure Extraction. ACL (1) 2023: 12917-12932 - [c113]Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng:
DICE: Data-Efficient Clinical Event Extraction with Generative Models. ACL (1) 2023: 15898-15917 - [c112]Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao:
Generalized Decoding for Pixel, Image, and Language. CVPR 2023: 15116-15127 - [c111]Tuhin Chakrabarty, Vishakh Padmakumar, He He, Nanyun Peng:
Creative Natural Language Generation. EMNLP (Tutorial Abstracts) 2023: 34-40 - [c110]Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng:
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. EMNLP 2023: 1813-1829 - [c109]Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma:
Evaluating Large Language Models on Controlled Generation Tasks. EMNLP 2023: 3155-3168 - [c108]Alexander Spangher, Nanyun Peng, Emilio Ferrara, Jonathan May:
Identifying Informational Sources in News Articles. EMNLP 2023: 3626-3639 - [c107]Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng:
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. EMNLP (Findings) 2023: 3730-3748 - [c106]Te-Lin Wu, Yu Zhou, Nanyun Peng:
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge. EMNLP 2023: 4991-5006 - [c105]Yufei Tian, Felix Zhang, Nanyun Peng:
Harnessing Black-Box Control to Boost Commonsense in LM's Generation. EMNLP 2023: 5417-5432 - [c104]Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng:
Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP 2023: 8358-8375 - [c103]Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang:
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. EMNLP (Findings) 2023: 9677-9705 - [c102]Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. EMNLP 2023: 11753-11770 - [c101]Zi-Yi Dou, Feng Gao, Nanyun Peng:
Masked Path Modeling for Vision-and-Language Navigation. EMNLP (Findings) 2023: 15255-15269 - [c100]Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck:
Tractable Control for Autoregressive Language Generation. ICML 2023: 40932-40945 - [c99]Mingyu Derek Ma, Jiun-Yu Kao, Shuyang Gao, Arpit Gupta, Di Jin, Tagyoung Chung, Nanyun Peng:
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning. INTERSPEECH 2023: 4653-4657 - [c98]Wenhao Yu, Lingbo Tong, Weijia Shi, Nanyun Peng, Meng Jiang:
The Second Workshop on Knowledge-Augmented Methods for Natural Language Processing. KDD 2023: 5899-5900 - [c97]Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang:
DesCo: Learning Object Recognition with Rich Language Descriptions. NeurIPS 2023 - [c96]Vishakh Padmakumar, Behnam Hedayatnia, Di Jin, Patrick Lange, Seokhwan Kim, Nanyun Peng, Yang Liu, Dilek Hakkani-Tur:
Investigating the Representation of Open Domain Dialogue Context for Transformer Models. SIGDIAL 2023: 538-547 - [c95]Sarik Ghazarian, Behnam Hedayatnia, Di Jin, Sijia Liu, Nanyun Peng, Yang Liu, Dilek Hakkani-Tur:
MERCY: Multiple Response Ranking Concurrently in Realistic Open-Domain Conversational Systems. SIGDIAL 2023: 615-631 - [c94]Samar Haider, Luca Luceri, Ashok Deb, Adam Badawy, Nanyun Peng, Emilio Ferrara:
Detecting Social Media Manipulation in Low-Resource Languages. WWW (Companion Volume) 2023: 1358-1364 - [i131]Alexander Spangher, Xinyu Hua, Yao Ming, Nanyun Peng:
Sequentially Controlled Text Generation. CoRR abs/2301.02299 (2023) - [i130]Mingyu Derek Ma, Jiun-Yu Kao, Shuyang Gao, Arpit Gupta, Di Jin, Tagyoung Chung, Nanyun Peng:
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning. CoRR abs/2301.10915 (2023) - [i129]Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck:
Tractable Control for Autoregressive Language Generation. CoRR abs/2304.07438 (2023) - [i128]Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng:
Unsupervised Melody-Guided Lyrics Generation. CoRR abs/2305.07760 (2023) - [i127]Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng:
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. CoRR abs/2305.07797 (2023) - [i126]Po-Nien Kung, Nanyun Peng:
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning. CoRR abs/2305.11383 (2023) - [i125]Zi-Yi Dou, Feng Gao, Nanyun Peng:
Masked Path Modeling for Vision-and-Language Navigation. CoRR abs/2305.14268 (2023) - [i124]Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng:
Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR abs/2305.14711 (2023) - [i123]Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara:
Identifying Informational Sources in News Articles. CoRR abs/2305.14904 (2023) - [i122]Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang:
STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models. CoRR abs/2305.15090 (2023) - [i121]Paulina Toro Isaza, Guangxuan Xu, Akintoye Oloko, Yufang Hou, Nanyun Peng, Dakuo Wang:
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales. CoRR abs/2305.16641 (2023) - [i120]I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng, Jing Huang:
Code-Switched Text Synthesis in Unseen Language Pairs. CoRR abs/2305.16724 (2023) - [i119]I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng:
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. CoRR abs/2305.16734 (2023) - [i118]Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar A. Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng:
Unsupervised Melody-to-Lyric Generation. CoRR abs/2305.19228 (2023) - [i117]Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, Nanyun Peng:
On Compositionality and Improved Training of NADO. CoRR abs/2306.11825 (2023) - [i116]Sidi Lu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng:
Open-Domain Text Evaluation via Meta Distribution Modeling. CoRR abs/2306.11879 (2023) - [i115]Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang:
DesCo: Learning Object Recognition with Rich Language Descriptions. CoRR abs/2306.14060 (2023) - [i114]Xiang 'Anthony' Chen, Jeff Burke, Ruofei Du, Matthew K. Hong, Jennifer Jacobs, Philippe Laban, Dingzeyu Li, Nanyun Peng, Karl D. D. Willis, Chien-Sheng Wu, Bolei Zhou:
Next Steps for Human-Centered Generative AI: A Technical Perspective. CoRR abs/2306.15774 (2023) - [i113]Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian:
RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. CoRR abs/2307.12950 (2023) - [i112]Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng:
Contextual Label Projection for Cross-Lingual Structure Extraction. CoRR abs/2309.08943 (2023) - [i111]Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR abs/2310.02529 (2023) - [i110]Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang:
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. CoRR abs/2310.05280 (2023) - [i109]Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng:
Mitigating Bias for Question Answering Models by Tracking Bias Influence. CoRR abs/2310.08795 (2023) - [i108]Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng:
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. CoRR abs/2310.09219 (2023) - [i107]Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma:
Evaluating Large Language Models on Controlled Generation Tasks. CoRR abs/2310.14542 (2023) - [i106]Te-Lin Wu, Yu Zhou, Nanyun Peng:
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge. CoRR abs/2310.15066 (2023) - [i105]Yufei Tian, Felix Zhang, Nanyun Peng:
BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation. CoRR abs/2310.17054 (2023) - [i104]Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng:
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. CoRR abs/2311.00288 (2023) - [i103]Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. CoRR abs/2311.01620 (2023) - [i102]Haoyi Qiu, Kung-Hsiang Huang, Jingnong Qu, Nanyun Peng:
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-driven Training Data Generation. CoRR abs/2311.09521 (2023) - [i101]Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji:
A Reevaluation of Event Extraction: Past, Present, and Future Challenges. CoRR abs/2311.09562 (2023) - [i100]Yufei Tian, Abhilasha Ravichander, Lianhui Qin, Ronan Le Bras, Raja Marjieh, Nanyun Peng, Yejin Choi, Thomas L. Griffiths, Faeze Brahman:
MacGyver: Are Large Language Models Creative Problem Solvers? CoRR abs/2311.09682 (2023) - [i99]Alexander Spangher, Emilio Ferrara, Ben Welsh, Nanyun Peng, Serdar Tumgoren, Jonathan May:
Tracking the Newsworthiness of Public Documents. CoRR abs/2311.09734 (2023) - 2022
- [c93]Zi-Yi Dou, Nanyun Peng:
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. AAAI 2022: 10572-10580 - [c92]Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. ACL (1) 2022: 447-460 - [c91]Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng:
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations. ACL (1) 2022: 771-785 - [c90]Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim:
Sibylvariant Transformations for Robust Text Classification. ACL (Findings) 2022: 1771-1788 - [c89]Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. ACL (Findings) 2022: 3906-3923 - [c88]Te-Lin Wu, Alexander Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals. ACL (1) 2022: 4525-4542 - [c87]Kuan-Hao Huang, I-Hung Hsu, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. ACL (1) 2022: 4633-4646 - [c86]Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan:
Paraphrase Generation as Unsupervised Machine Translation. COLING 2022: 6379-6391 - [c85]Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng:
An Empirical Study of Training End-to-End Vision-and-Language Transformers. CVPR 2022: 18145-18155 - [c84]Yufei Tian, Divyanshu Sheth, Nanyun Peng:
A Unified Framework for Pun Generation with Humor Principles. EMNLP (Findings) 2022: 3253-3261 - [c83]Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein:
Re3: Generating Longer Stories With Recursive Reprompting and Revision. EMNLP 2022: 4393-4479 - [c82]Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng:
ExPUNations: Augmenting Puns with Keywords and Explanations. EMNLP 2022: 4590-4605 - [c81]Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng:
Context-Situated Pun Generation. EMNLP 2022: 4635-4648 - [c80]Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng:
EnDex: Evaluation of Dialogue Engagingness at Scale. EMNLP (Findings) 2022: 4884-4893 - [c79]Arshiya Aggarwal, Jiao Sun, Nanyun Peng:
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts. EMNLP (Findings) 2022: 6022-6032 - [c78]Alexander Spangher, Yao Ming, Xinyu Hua, Nanyun Peng:
Sequentially Controlled Text Generation. EMNLP (Findings) 2022: 6848-6866 - [c77]Hong Chen, Rujun Han, Te-Lin Wu, Hideki Nakayama, Nanyun Peng:
Character-centric Story Visualization via Visual Planning and Token Alignment. EMNLP 2022: 8259-8272 - [c76]Nanyun (Violet) Peng:
Controllable Text Generation for Open-Domain Creativity and Fairness. IJCAI 2022: 5821-5825 - [c75]Sunipa Dev, Emily Sheng, Jieyu Zhao, Aubrie Amstutz, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang:
On Measures of Biases and Harms in NLP. AACL/IJCNLP (Findings) 2022: 246-267 - [c74]Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng:
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge. NAACL-HLT 2022: 127-157 - [c73]Vijit Malik, Sunipa Dev, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang:
Socially Aware Bias Measurements for Hindi Language Representations. NAACL-HLT 2022: 1041-1052 - [c72]Anirudh Mittal, Yufei Tian, Nanyun Peng:
AmbiPun: Generating Humorous Puns with Ambiguous Context. NAACL-HLT 2022: 1053-1062 - [c71]Rujun Han, Hong Chen, Yufei Tian, Nanyun Peng:
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. NAACL-HLT 2022: 1450-1470 - [c70]I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
DEGREE: A Data-Efficient Generation-Based Event Extraction Model. NAACL-HLT 2022: 1890-1908 - [c69]Yufei Tian, Nanyun Peng:
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. NAACL-HLT 2022: 3587-3597 - [c68]Zi-Yi Dou, Nanyun Peng:
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. NAACL-HLT 2022: 4332-4340 - [c67]Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang:
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. NeurIPS 2022 - [c66]Sidi Lu, Tao Meng, Nanyun Peng:
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model. NeurIPS 2022 - [c65]Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang:
Controllable Text Generation with Neurally-Decomposed Oracle. NeurIPS 2022 - [i98]Zi-Yi Dou, Nanyun Peng:
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. CoRR abs/2201.00136 (2022) - [i97]Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng:
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. CoRR abs/2203.08308 (2022) - [i96]Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng:
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations. CoRR abs/2203.09711 (2022) - [i95]Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. CoRR abs/2203.13947 (2022) - [i94]Yufei Tian, Nanyun Peng:
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. CoRR abs/2205.01821 (2022) - [i93]Anirudh Mittal, Yufei Tian, Nanyun Peng:
AmbiPun: Generating Humorous Puns with Ambiguous Context. CoRR abs/2205.01825 (2022) - [i92]Rujun Han, Hong Chen, Yufei Tian, Nanyun Peng:
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. CoRR abs/2205.01898 (2022) - [i91]Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim:
Sibylvariant Transformations for Robust Text Classification. CoRR abs/2205.05137 (2022) - [i90]Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alexander Spangher, Nanyun Peng:
Learning Action Conditions from Instructional Manuals for Instruction Understanding. CoRR abs/2205.12420 (2022) - [i89]Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng:
GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types. CoRR abs/2205.12505 (2022) - [i88]I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng:
A Simple and Unified Tagging Model with Priming for Relational Structure Predictions. CoRR abs/2205.12585 (2022) - [i87]Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang:
Controllable Text Generation with Neurally-Decomposed Oracle. CoRR abs/2205.14219 (2022) - [i86]Zi-Yi Dou, Nanyun Peng:
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. CoRR abs/2206.04294 (2022) - [i85]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - [i84]Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng:
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge. CoRR abs/2206.07106 (2022) - [i83]Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang:
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. CoRR abs/2206.07643 (2022) - [i82]Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng:
DICE: Data-Efficient Clinical Event Extraction with Generative Models. CoRR abs/2208.07989 (2022) - [i81]Guangxuan Xu, Paulina Toro Isaza, Moshi Li, Akintoye Oloko, Bingsheng Yao, Aminat Adebiyi, Yufang Hou, Nanyun Peng, Dakuo Wang:
NECE: Narrative Event Chain Extraction Toolkit. CoRR abs/2208.08063 (2022) - [i80]Nanyun (Violet) Peng:
Controllable Text Generation for Open-Domain Creativity and Fairness. CoRR abs/2209.12099 (2022) - [i79]Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein:
Re3: Generating Longer Stories With Recursive Reprompting and Revision. CoRR abs/2210.06774 (2022) - [i78]Hong Chen, Rujun Han, Te-Lin Wu, Hideki Nakayama, Nanyun Peng:
Character-Centric Story Visualization via Visual Planning and Token Alignment. CoRR abs/2210.08465 (2022) - [i77]Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng:
EnDex: Evaluation of Dialogue Engagingness at Scale. CoRR abs/2210.12362 (2022) - [i76]Yufei Tian, Divyanshu Sheth, Nanyun Peng:
A Unified Framework for Pun Generation with Humor Principles. CoRR abs/2210.13055 (2022) - [i75]Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng:
ExPUNations: Augmenting Puns with Keywords and Explanations. CoRR abs/2210.13513 (2022) - [i74]Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng:
Context-Situated Pun Generation. CoRR abs/2210.13522 (2022) - [i73]Kyrie Zhixuan Zhou, Jiao Sun, Jiaxin Pei, Nanyun Peng, Jinjun Xiong:
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale. CoRR abs/2211.14358 (2022) - [i72]Arshiya Aggarwal, Jiao Sun, Nanyun Peng:
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts. CoRR abs/2212.01700 (2022) - [i71]Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian:
DOC: Improving Long Story Coherence With Detailed Outline Control. CoRR abs/2212.10077 (2022) - [i70]Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao:
Generalized Decoding for Pixel, Image, and Language. CoRR abs/2212.11270 (2022) - 2021
- [c64]Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang:
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. AAAI 2021: 12462-12470 - [c63]Xiangci Li, Gully A. Burns, Nanyun Peng:
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification. SDU@AAAI 2021 - [c62]Te-Lin Wu, Shikhar Singh, Sayan Paul, Gully A. Burns, Nanyun Peng:
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification. AAAI 2021: 14076-14084 - [c61]Jiao Sun, Nanyun Peng:
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia. ACL/IJCNLP (2) 2021: 350-360 - [c60]Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng:
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. ACL/IJCNLP (Findings) 2021: 883-898 - [c59]Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
Societal Biases in Language Generation: Progress and Challenges. ACL/IJCNLP (1) 2021: 4275-4293 - [c58]Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng, Smaranda Muresan, Iryna Gurevych:
Metaphor Generation with Conceptual Mappings. ACL/IJCNLP (1) 2021: 6724-6736 - [c57]Yufei Tian, Tuhin Chakrabarty, Fred Morstatter, Nanyun Peng:
Identifying Distributional Perspectives from Colingual Groups. SocialNLP@NAACL 2021: 178-190 - [c56]Xiangci Li, Gully A. Burns, Nanyun Peng:
Scientific Discourse Tagging for Evidence Extraction. EACL 2021: 2550-2562 - [c55]Yufei Tian, Arvind Krishna Sridhar, Nanyun Peng:
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge. EMNLP (Findings) 2021: 1583-1593 - [c54]Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang:
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training. EMNLP (1) 2021: 1684-1697 - [c53]Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang:
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. EMNLP (1) 2021: 2115-2129 - [c52]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. EMNLP (Findings) 2021: 4182-4194 - [c51]Jiao Sun, Xuezhe Ma, Nanyun Peng:
AESOP: Paraphrase Generation with Adaptive Syntactic Control. EMNLP (1) 2021: 5176-5189 - [c50]Kung-Hsiang Huang, Sam Tang, Nanyun Peng:
Document-level Entity-based Extraction as Template Generation. EMNLP (1) 2021: 5257-5269 - [c49]Rujun Han, Xiang Ren, Nanyun Peng:
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning. EMNLP (1) 2021: 5367-5380 - [c48]Zi-Yi Dou, Nanyun Peng:
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding. EMNLP (1) 2021: 6362-6371 - [c47]Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Peng:
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations. EMNLP (1) 2021: 7543-7559 - [c46]Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng:
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. NAACL-HLT (Demonstrations) 2021: 26-34 - [c45]Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng:
EventPlus: A Temporal Event Understanding Pipeline. NAACL-HLT (Demonstrations) 2021: 56-65 - [c44]Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. NAACL-HLT 2021: 750-767 - [c43]Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, Nanyun Peng:
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding. NAACL-HLT 2021: 4250-4261 - [c42]Sarik Ghazarian, Zixi Liu, Akash SM, Ralph M. Weischedel, Aram Galstyan, Nanyun Peng:
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation. NAACL-HLT 2021: 4334-4344 - [e3]Esin Durmus, Vivek Gupta, Nelson Liu, Nanyun Peng, Yu Su:
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, NAACL-HLT 2021, Online, June 6-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-50-3 [contents] - [i69]Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng:
MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. CoRR abs/2101.00124 (2021) - [i68]Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng:
EventPlus: A Temporal Event Understanding Pipeline. CoRR abs/2101.04922 (2021) - [i67]Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng:
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. CoRR abs/2102.02191 (2021) - [i66]Sidi Lu, Nanyun Peng:
On Efficient Training, Controllability and Compositional Generalization of Insertion-based Language Generators. CoRR abs/2102.11008 (2021) - [i65]Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, Nanyun Peng:
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding. CoRR abs/2103.06779 (2021) - [i64]Sarik Ghazarian, Zixi Liu, Akash SM, Ralph M. Weischedel, Aram Galstyan, Nanyun Peng:
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation. CoRR abs/2104.05801 (2021) - [i63]Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Peng:
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning. CoRR abs/2104.08350 (2021) - [i62]Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang:
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training. CoRR abs/2104.08645 (2021) - [i61]Emily Sheng, Josh Arnold, Zhou Yu, Kai-Wei Chang, Nanyun Peng:
Revealing Persona Biases in Dialogue Systems. CoRR abs/2104.08728 (2021) - [i60]Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara:
Modeling "Newsworthiness" for Lead-Generation Across Corpora. CoRR abs/2104.09653 (2021) - [i59]Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara:
"Don't quote me on that": Finding Mixtures of Sources in News Articles. CoRR abs/2104.09656 (2021) - [i58]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
Societal Biases in Language Generation: Progress and Challenges. CoRR abs/2105.04054 (2021) - [i57]Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng:
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. CoRR abs/2106.00969 (2021) - [i56]Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng, Smaranda Muresan, Iryna Gurevych:
Metaphor Generation with Conceptual Mappings. CoRR abs/2106.01228 (2021) - [i55]Jiao Sun, Nanyun Peng:
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia. CoRR abs/2106.01601 (2021) - [i54]Sunipa Dev, Emily Sheng, Jieyu Zhao, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Nanyun Peng, Kai-Wei Chang:
What do Bias Measures Measure? CoRR abs/2108.03362 (2021) - [i53]I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
Event Extraction as Natural Language Generation. CoRR abs/2108.12724 (2021) - [i52]Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li:
Paraphrase Generation as Unsupervised Machine Translation. CoRR abs/2109.02950 (2021) - [i51]Kung-Hsiang Huang, Sam Tang, Nanyun Peng:
Document-level Entity-based Extraction as Template Generation. CoRR abs/2109.04901 (2021) - [i50]Yufei Tian, Arvind Krishna Sridhar, Nanyun Peng:
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge. CoRR abs/2109.05097 (2021) - [i49]Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang:
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. CoRR abs/2109.06860 (2021) - [i48]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. CoRR abs/2109.10500 (2021) - [i47]Vijit Malik, Sunipa Dev, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang:
Socially Aware Bias Measurements for Hindi Language Representations. CoRR abs/2110.07871 (2021) - [i46]Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. CoRR abs/2110.08466 (2021) - [i45]Te-Lin Wu, Alexander Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals. CoRR abs/2110.08486 (2021) - [i44]Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng:
An Empirical Study of Training End-to-End Vision-and-Language Transformers. CoRR abs/2111.02387 (2021) - 2020
- [c41]Sarik Ghazarian, Ralph M. Weischedel, Aram Galstyan, Nanyun Peng:
Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems. AAAI 2020: 7789-7796 - [c40]Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, Nanyun Peng:
R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge. ACL 2020: 7976-7986 - [c39]Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth:
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions. EMNLP (1) 2020: 1158-1172 - [c38]Kung-Hsiang Huang, Mu Yang, Nanyun Peng:
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs. EMNLP (Findings) 2020: 1277-1285 - [c37]Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
Towards Controllable Biases in Language Generation. EMNLP (Findings) 2020: 3239-3254 - [c36]Peifeng Wang, Nanyun Peng, Filip Ilievski, Pedro A. Szekely, Xiang Ren:
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering. EMNLP (Findings) 2020: 4129-4140 - [c35]Seraphina Goldfarb-Tarrant, Tuhin Chakrabarty, Ralph M. Weischedel, Nanyun Peng:
Content Planning for Neural Story Generation with Aristotelian Rescoring. EMNLP (1) 2020: 4319-4338 - [c34]Rujun Han, Yichao Zhou, Nanyun Peng:
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. EMNLP (1) 2020: 5717-5729 - [c33]Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng:
Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation. EMNLP (1) 2020: 6455-6469 - [c32]Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer:
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. EMNLP (1) 2020: 6470-6484 - [c31]Ninareh Mehrabi, Thamme Gowda, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition. HT 2020: 231-232 - [e2]Claire Bonial, Tommaso Caselli, Snigdha Chaturvedi, Elizabeth Clark, Ruihong Huang, Mohit Iyyer, Alejandro Jaimes, Heng Ji, Lara J. Martin, Ben Miller, Teruko Mitamura, Nanyun Peng, Joel R. Tetreault:
Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, NUSE@ACL 2020, Online, July 9, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-13-2 [contents] - [i43]Yufei Tian, Tuhin Chakrabarty, Fred Morstatter, Nanyun Peng:
Identifying Cultural Differences through Multi-Lingual Wikipedia. CoRR abs/2004.04938 (2020) - [i42]Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, Nanyun Peng:
$R^3$: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge. CoRR abs/2004.13248 (2020) - [i41]Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth:
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions. CoRR abs/2005.00242 (2020) - [i40]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
Towards Controllable Biases in Language Generation. CoRR abs/2005.00268 (2020) - [i39]Peifeng Wang, Nanyun Peng, Pedro A. Szekely, Xiang Ren:
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering. CoRR abs/2005.00691 (2020) - [i38]Rujun Han, Yichao Zhou, Nanyun Peng:
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. CoRR abs/2009.07373 (2020) - [i37]Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng:
Generating similes like a Pro: A Style Transfer Approach for Simile Generation. CoRR abs/2009.08942 (2020) - [i36]Kung-Hsiang Huang, Mu Yang, Nanyun Peng:
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs. CoRR abs/2009.09335 (2020) - [i35]Seraphina Goldfarb-Tarrant, Tuhin Chakrabarty, Ralph M. Weischedel, Nanyun Peng:
Content Planning for Neural Story Generation with Aristotelian Rescoring. CoRR abs/2009.09870 (2020) - [i34]Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer:
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. CoRR abs/2010.01717 (2020) - [i33]Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang:
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. CoRR abs/2010.03009 (2020) - [i32]Kung-Hsiang Huang, Nanyun Peng:
Efficient End-to-end Learning of Cross-event Dependencies for Document-level Event Extraction. CoRR abs/2010.12787 (2020) - [i31]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
"Nice Try, Kiddo": Ad Hominems in Dialogue Systems. CoRR abs/2010.12820 (2020) - [i30]Samar Haider, Luca Luceri, Ashok Deb, Adam Badawy, Nanyun Peng, Emilio Ferrara:
Detecting Social Media Manipulation in Low-Resource Languages. CoRR abs/2011.05367 (2020) - [i29]Te-Lin Wu, Shikhar Singh, Sayan Paul, Gully A. Burns, Nanyun Peng:
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification. CoRR abs/2012.09216 (2020) - [i28]Xiangci Li, Gully A. Burns, Nanyun Peng:
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification. CoRR abs/2012.14500 (2020) - [i27]Rujun Han, Xiang Ren, Nanyun Peng:
DEER: A Data Efficient Language Model for Event Temporal Reasoning. CoRR abs/2012.15283 (2020)
2010 – 2019
- 2019
- [j3]Gully A. Burns, Xiangci Li, Nanyun Peng:
Building deep learning models for evidence classification from the open access biomedical literature. Database J. Biol. Databases Curation 2019: baz034 (2019) - [c30]Lili Yao, Nanyun Peng, Ralph M. Weischedel, Kevin Knight, Dongyan Zhao, Rui Yan:
Plan-and-Write: Towards Better Automatic Storytelling. AAAI 2019: 7378-7385 - [c29]Yiming Wang, Sanjeev Khudanpur, Tongfei Chen, Hainan Xu, Shuoyang Ding, Hang Lv, Yiwen Shao, Nanyun Peng, Lei Xie, Shinji Watanabe:
Espresso: A Fast End-to-End Neural Speech Recognition Toolkit. ASRU 2019: 136-143 - [c28]Ninareh Mehrabi, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Debiasing community detection: the importance of lowly connected nodes. ASONAM 2019: 509-512 - [c27]Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng:
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages. CoNLL 2019: 372-382 - [c26]Xiao Huang, Li Dong, Elizabeth Boschee, Nanyun Peng:
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation. CoNLL 2019: 515-527 - [c25]Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph M. Weischedel, Nanyun Peng:
Deep Structured Neural Network for Event Temporal Relation Extraction. CoNLL 2019: 666-106 - [c24]Rujun Han, Qiang Ning, Nanyun Peng:
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction. EMNLP/IJCNLP (1) 2019: 434-444 - [c23]Tao Meng, Nanyun Peng, Kai-Wei Chang:
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing. EMNLP/IJCNLP (1) 2019: 1117-1128 - [c22]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
The Woman Worked as a Babysitter: On Biases in Language Generation. EMNLP/IJCNLP (1) 2019: 3405-3410 - [c21]James Mullenbach, Jonathan Gordon, Nanyun Peng, Jonathan May:
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects. EMNLP/IJCNLP (1) 2019: 6051-6057 - [c20]Xiaolei Huang, Jonathan May, Nanyun Peng:
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. EMNLP/IJCNLP (1) 2019: 6394-6400 - [c19]Seraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng:
Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation. NAACL-HLT (Demonstrations) 2019: 89-97 - [c18]He He, Nanyun Peng, Percy Liang:
Pun Generation with Surprise. NAACL-HLT (1) 2019: 1734-1744 - [c17]Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng:
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. NAACL-HLT (1) 2019: 2440-2452 - [c16]Jia Li, Chongyang Tao, Nanyun Peng, Wei Wu, Dongyan Zhao, Rui Yan:
Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples. NLPCC (1) 2019: 142-154 - [e1]Colin Cherry, Greg Durrett, George F. Foster, Reza Haffari, Shahram Khadivi, Nanyun Peng, Xiang Ren, Swabha Swayamdipta:
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, DeepLo@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-78-9 [contents] - [i26]Ninareh Mehrabi, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Debiasing Community Detection: The Importance of Lowly-Connected Nodes. CoRR abs/1903.08136 (2019) - [i25]Seraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng:
Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation. CoRR abs/1904.02357 (2019) - [i24]He He, Nanyun Peng, Percy Liang:
Pun Generation with Surprise. CoRR abs/1904.06828 (2019) - [i23]Sarik Ghazarian, Johnny Tian-Zheng Wei, Aram Galstyan, Nanyun Peng:
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings. CoRR abs/1904.10635 (2019) - [i22]Rujun Han, Mengyue Liang, Bashar Alhafni, Nanyun Peng:
Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding. CoRR abs/1904.11942 (2019) - [i21]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
The Woman Worked as a Babysitter: On Biases in Language Generation. CoRR abs/1909.01326 (2019) - [i20]Tao Meng, Nanyun Peng, Kai-Wei Chang:
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing. CoRR abs/1909.01482 (2019) - [i19]Xiaolei Huang, Jonathan May, Nanyun Peng:
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. CoRR abs/1909.03598 (2019) - [i18]Xiangci Li, Gully A. Burns, Nanyun Peng:
Discourse Tagging for Scientific Evidence Extraction. CoRR abs/1909.04758 (2019) - [i17]Rujun Han, Qiang Ning, Nanyun Peng:
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction. CoRR abs/1909.05360 (2019) - [i16]Yiming Wang, Tongfei Chen, Hainan Xu, Shuoyang Ding, Hang Lv, Yiwen Shao, Nanyun Peng, Lei Xie, Shinji Watanabe, Sanjeev Khudanpur:
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit. CoRR abs/1909.08723 (2019) - [i15]Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng:
Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages. CoRR abs/1909.09265 (2019) - [i14]Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph M. Weischedel, Nanyun Peng:
Deep Structured Neural Network for Event Temporal Relation Extraction. CoRR abs/1909.10094 (2019) - [i13]Xiao Huang, Li Dong, Elizabeth Boschee, Nanyun Peng:
Learning A Unified Named Entity Tagger From Multiple Partially Annotated Corpora For Efficient Adaptation. CoRR abs/1909.11535 (2019) - [i12]Ninareh Mehrabi, Thamme Gowda, Fred Morstatter, Nanyun Peng, Aram Galstyan:
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition. CoRR abs/1910.10872 (2019) - [i11]Sarik Ghazarian, Ralph M. Weischedel, Aram Galstyan, Nanyun Peng:
Predictive Engagement: An Efficient Metric For Automatic Evaluation of Open-Domain Dialogue Systems. CoRR abs/1911.01456 (2019) - 2018
- [c15]Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, Rui Yan:
Style Transfer in Text: Exploration and Evaluation. AAAI 2018: 663-670 - [c14]Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard H. Hovy:
Stack-Pointer Networks for Dependency Parsing. ACL (1) 2018: 1403-1414 - [c13]Mingyue Shang, Zhenxin Fu, Nanyun Peng, Yansong Feng, Dongyan Zhao, Rui Yan:
Learning to Converse with Noisy Data: Generation with Calibration. IJCAI 2018: 4338-4344 - [c12]Xiang Ren, Nanyun Peng, William Yang Wang:
Scalable Construction and Reasoning of Massive Knowledge Bases. NAACL-HLT (Tutorial Abstracts) 2018: 10-16 - [d1]Gully Burns, Xiangci Li, Nanyun Peng:
Molecular Biology Open Access Pubmed Word and Sentence Representations. Zenodo, 2018
- [i10]Wasi Uddin Ahmad, Xueying Bai, Zhechao Huang, Chao Jiang, Nanyun Peng, Kai-Wei Chang:
Multi-task Learning for Universal Sentence Representations: What Syntactic and Semantic Information is Captured? CoRR abs/1804.07911 (2018) - [i9]Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard H. Hovy:
Stack-Pointer Networks for Dependency Parsing. CoRR abs/1805.01087 (2018) - [i8]Wasi Uddin Ahmad, Xueying Bai, Nanyun Peng, Kai-Wei Chang:
Learning Robust, Transferable Sentence Representations for Text Classification. CoRR abs/1810.00681 (2018) - [i7]Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng:
Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing. CoRR abs/1811.00570 (2018) - [i6]Lili Yao, Nanyun Peng, Ralph M. Weischedel, Kevin Knight, Dongyan Zhao, Rui Yan:
Plan-And-Write: Towards Better Automatic Storytelling. CoRR abs/1811.05701 (2018) - 2017
- [j2]Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih:
Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Trans. Assoc. Comput. Linguistics 5: 101-115 (2017) - [c11]Dingquan Wang, Nanyun Peng, Kevin Duh:
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition. IJCNLP(2) 2017: 383-388 - [c10]Nanyun Peng, Mark Dredze:
Multi-task Domain Adaptation for Sequence Tagging. Rep4NLP@ACL 2017: 91-100 - [i5]Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih:
Cross-Sentence N-ary Relation Extraction with Graph LSTMs. CoRR abs/1708.03743 (2017) - [i4]Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, Rui Yan:
Style Transfer in Text: Exploration and Evaluation. CoRR abs/1711.06861 (2017) - 2016
- [c9]Nanyun Peng, Mark Dredze:
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning. ACL (2) 2016 - [i3]Nanyun Peng, Mark Dredze:
Learning Word Segmentation Representations to Improve Named Entity Recognition for Chinese Social Media. CoRR abs/1603.00786 (2016) - [i2]Nanyun Peng, Mark Dredze:
Multi-task Multi-domain Representation Learning for Sequence Tagging. CoRR abs/1608.02689 (2016) - 2015
- [j1]Ryan Cotterell, Nanyun Peng, Jason Eisner:
Modeling Word Forms Using Latent Underlying Morphs and Phonology. Trans. Assoc. Comput. Linguistics 3: 433-447 (2015) - [c8]Nanyun Peng, Mo Yu, Mark Dredze:
An Empirical Study of Chinese Name Matching and Applications. ACL (2) 2015: 377-383 - [c7]Nanyun Peng, Mark Dredze:
Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings. EMNLP 2015: 548-554 - [c6]Nanyun Peng, Ryan Cotterell, Jason Eisner:
Dual Decomposition Inference for Graphical Models over Strings. EMNLP 2015: 917-927 - [c5]Nanyun Peng, Francis Ferraro, Mo Yu, Nicholas Andrews, Jay DeYoung, Max Thomas, Matthew R. Gormley, Travis Wolfe, Craig Harman, Benjamin Van Durme, Mark Dredze:
A Concrete Chinese NLP Pipeline. HLT-NAACL 2015: 86-90 - [i1]Tim Finin, Dawn J. Lawrie, Paul McNamee, James Mayfield, Douglas W. Oard, Ning Gao, Nanyun Peng, Yiu-Chang Lin, Josh MacKin, Tim Dowd:
HLTCOE Participation in TAC KBP 2015: Cold Start and TEDL. TAC 2015 - 2014
- [c4]Ryan Cotterell, Nanyun Peng, Jason Eisner:
Stochastic Contextual Edit Distance and Probabilistic FSTs. ACL (2) 2014: 625-630 - [c3]Nanyun Peng, Yiming Wang, Mark Dredze:
Learning Polylingual Topic Models from Code-Switched Social Media Documents. ACL (2) 2014: 674-679 - 2012
- [c2]Wan-Yu Lin, Nanyun Peng, Chun-Chao Yen, Shou-de Lin:
Online Plagiarized Detection Through Exploiting Lexical, Syntax, and Semantic Information. ACL (System Demonstrations) 2012: 145-150 - [c1]Tsung-Ting Kuo, San-Chuan Hung, Wei-Shih Lin, Nanyun Peng, Shou-De Lin, Wei-Fen Lin:
Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks. ACL (2) 2012: 344-348
Coauthor Index
[j9] [c209] [c208] [c207] [c205] [i247] [i244] [i243] [i241] [i240] [i238] [i235] [i233] [i231] [i226] [c198] [c194] [c193] [c192] [c189] [c188] [c187] [c185] [c184] [c181] [c180] [c179] [c177] [c175] [c172] [c171] [c170] [i224] [i223] [i222] [i221] [i220] [i218] [i217] [i212] [i211] [i205] [i204] [i201] [i188] [i187] [i184] [c160] [c158] [c157] [c156] [c153] [c152] [c150] [c149] [c148] [c145] [c138] [c137] [c135] [c132] [c130] [c129] [c128] [c127] [c126] [i179] [i178] [i177] [i176] [i175] [i172] [i171] [i169] [i166] [i164] [i163] [i159] [i158] [i155] [i153] [i149] [i147] [i145] [i144] [i143] [i142] [i141] [i135] [i134] [i133] [i132] [c121] [c114] [c110] [c107] [c103] [c97] [i115] [i112] [i110] [i109] [i108] [i104] [i101] [c87] [c75] [c73] [c70] [c65] [i97] [i89] [i88] [i87] [c64] [c59] [c54] [c53] [c44] [i62] [i61] [i58] [i54] [i53] [i49] [i47] [c37] [i40] [i33] [i31] [c27] [c23] [c22] [c17] [i21] [i20] [i15] [i10] [i8] [i7]
Premkumar Natarajan
aka: Prem Natarajan
aka: Prem Natarajan
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