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ORCIDACL 2023: Toronto, Canada
- Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki:
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-72-2 - Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang:
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. 1-21 - Mian Zhang
, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu:
SafeConv: Explaining and Correcting Conversational Unsafe Behavior. 22-35 - David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà:
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. 36-50 - Hao Cheng, Shuo Wang, Wensheng Lu, Wei Zhang, Mingyang Zhou, Kezhong Lu, Hao Liao:
Explainable Recommendation with Personalized Review Retrieval and Aspect Learning. 51-64 - Zechun Liu, Barlas Oguz, Aasish Pappu, Yangyang Shi, Raghuraman Krishnamoorthi:
Binary and Ternary Natural Language Generation. 65-77 - Björn Bebensee, Haejun Lee:
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking. 78-91 - Yiyang Li, Hai Zhao:
EM Pre-training for Multi-party Dialogue Response Generation. 92-103 - Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S., Dinesh Manocha:
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. 104-125 - Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen, Kensen Shi, Joshua Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Oleksandr Polozov, Charles Sutton:
Natural Language to Code Generation in Interactive Data Science Notebooks. 126-173 - Hiroyuki Deguchi, Taro Watanabe, Yusuke Matsui, Masao Utiyama, Hideki Tanaka, Eiichiro Sumita:
Subset Retrieval Nearest Neighbor Machine Translation. 174-189 - Xu Zhang, Xiaojun Wan:
MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning. 190-202 - Iria de-Dios-Flores, Juan Garcia Amboage, Marcos García:
Dependency resolution at the syntax-semantics interface: psycholinguistic and computational insights on control dependencies. 203-222 - Xiaobo Liang, Zecheng Tang, Juntao Li, Min Zhang:
Open-ended Long Text Generation via Masked Language Modeling. 223-241 - Gabriella Chronis, Kyle Mahowald, Katrin Erk:
A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces. 242-261 - Ryosuke Yamaki, Tadahiro Taniguchi, Daichi Mochihashi:
Holographic CCG Parsing. 262-276 - Zujie Liang, Feng Wei, Yin Jie, Yuxi Qian, Zhenghong Hao, Bing Han:
Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning. 277-292 - Yubing Ren, Yanan Cao, Ping Guo, Fang Fang, Wei Ma, Zheng Lin:
Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation. 293-306 - Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li, Yajuan Lyu:
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning. 307-321 - Fukun Ma, Xuming Hu, Aiwei Liu, Yawen Yang, Shuang Li, Philip S. Yu, Lijie Wen:
AMR-based Network for Aspect-based Sentiment Analysis. 322-337 - Linyang Li, Demin Song, Xipeng Qiu:
Text Adversarial Purification as Defense against Adversarial Attacks. 338-350 - Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi:
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres. 351-363 - Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen:
Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection. 364-376 - Anne Lauscher, Debora Nozza, Ehm Miltersen, Archie Crowley, Dirk Hovy:
What about "em"? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns. 377-392 - Kaihang Zhang, Kai Shuang, Xinyue Yang, Xuyang Yao, Jinyu Guo:
What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE. 393-409 - Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie:
Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation. 410-427 - Aida Ramezani, Yang Xu:
Knowledge of cultural moral norms in large language models. 428-446 - Longshen Ou, Xichu Ma, Min-Yen Kan, Ye Wang:
Songs Across Borders: Singable and Controllable Neural Lyric Translation. 447-467 - Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie:
Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. 468-486 - Jie Lei, Tamara L. Berg, Mohit Bansal:
Revealing Single Frame Bias for Video-and-Language Learning. 487-507 - Jian Liu, Dianbo Sui, Kang Liu, Haoyan Liu, Zhe Zhao:
Learning with Partial Annotations for Event Detection. 508-523 - Ziqiao Ma, Jiayi Pan, Joyce Chai:
World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models. 524-544 - Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, Bernhard Schölkopf, Mrinmaya Sachan:
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models. 545-561 - Kun Zhao, Bohao Yang, Chenghua Lin, Wenge Rong, Aline Villavicencio, Xiaohui Cui:
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information. 562-574 - John Joon Young Chung, Ece Kamar, Saleema Amershi:
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. 575-593 - Ting Jiang, Deqing Wang, Fuzhen Zhuang, Ruobing Xie, Feng Xia:
Pruning Pre-trained Language Models Without Fine-Tuning. 594-605 - Patrick Fernandes, Kayo Yin, Emmy Liu, André Martins, Graham Neubig:
When Does Translation Require Context? A Data-driven, Multilingual Exploration. 606-626 - Ziwei Chen, Linmei Hu, Weixin Li, Yingxia Shao, Liqiang Nie:
Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection. 627-638 - Ekin Akyürek, Jacob Andreas:
LexSym: Compositionality as Lexical Symmetry. 639-657 - Jun Sun, Shoukang Han, Yu-Ping Ruan, Xiaoning Zhang, Shu-Kai Zheng, Yulong Liu, Yuxin Huang, Taihao Li:
Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition. 658-670 - Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao:
CASN: Class-Aware Score Network for Textual Adversarial Detection. 671-687 - Jack Hessel, Ana Marasovic, Jena D. Hwang, Lillian Lee, Jeff Da, Rowan Zellers, Robert Mankoff, Yejin Choi:
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest. 688-714 - Martijn Bartelds, Nay San, Bradley McDonnell, Dan Jurafsky, Martijn Wieling:
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation. 715-729 - Jianing Zhou, Ziheng Zeng, Suma Bhat:
CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning. 730-743 - Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. 744-768 - Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin:
Self-Edit: Fault-Aware Code Editor for Code Generation. 769-787 - Shachar Don-Yehiya, Elad Venezian, Colin Raffel, Noam Slonim, Leshem Choshen:
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning. 788-806 - Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao, Min Zhang:
Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization. 807-820 - Haw-Shiuan Chang, Ruei-Yao Sun, Kathryn Ricci, Andrew McCallum:
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling. 821-854 - Xi Ai, Bin Fang:
On-the-fly Cross-lingual Masking for Multilingual Pre-training. 855-876 - Alafate Abulimiti, Chloé Clavel, Justine Cassell:
How About Kind of Generating Hedges using End-to-End Neural Models? 877-892 - Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau:
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models. 893-911 - Arie Cattan, Lilach Eden, Yoav Kantor, Roy Bar-Haim:
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization. 912-928 - Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang, ChengXiang Zhai, Yunyao Li:
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications. 929-949 - Tharindu Cyril Weerasooriya, Sarah Luger, Saloni Poddar, Ashiqur R. KhudaBukhsh, Christopher Homan:
Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level Learning. 950-966 - Neeraj Varshney, Chitta Baral:
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA. 967-982 - Tao Qian, Fan Lou, Jiatong Shi, Yuning Wu, Shuai Guo, Xiang Yin, Qin Jin:
UniLG: A Unified Structure-aware Framework for Lyrics Generation. 983-1001 - Lingxi Zhang, Jing Zhang, Yanling Wang, Shulin Cao, Xinmei Huang, Cuiping Li, Hong Chen, Juanzi Li:
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering. 1002-1017 - Lennart Wachowiak, Dagmar Gromann:
Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models. 1018-1032 - Terne Sasha Thorn Jakobsen, Laura Cabello, Anders Søgaard:
Being Right for Whose Right Reasons? 1033-1054 - Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma, Zhijing Jin, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz:
ALERT: Adapt Language Models to Reasoning Tasks. 1055-1081 - Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze:
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. 1082-1117 - Huawen Feng, Junlong Liu, Junhao Zheng, Haibin Chen, Xichen Shang, Qianli Ma:
Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction. 1118-1131 - Yimeng Zhuang, Mei Tu:
Pretrained Bidirectional Distillation for Machine Translation. 1132-1145 - Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyungmin Kim, Jung-Woo Ha, Sang-Woo Lee:
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning. 1146-1161 - Wenzheng Zhao, Yuanning Cui, Wei Hu:
Improving Continual Relation Extraction by Distinguishing Analogous Semantics. 1162-1175 - Richeek Das, Sahasra Ranjan, Shreya Pathak, Preethi Jyothi:
Improving Pretraining Techniques for Code-Switched NLP. 1176-1191 - Liming Wang, Mark Hasegawa-Johnson, Chang Dong Yoo:
A Theory of Unsupervised Speech Recognition. 1192-1215 - Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic:
ThinkSum: Probabilistic reasoning over sets using large language models. 1216-1239 - Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy:
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist. 1240-1266 - Ang Lv, Jinpeng Li, Yuhan Chen, Gao Xing, Ji Zhang, Rui Yan:
DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. 1267-1280 - Qika Lin, Jun Liu, Rui Mao, Fangzhi Xu, Erik Cambria:
TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning. 1281-1293 - Yongjing Yin, Jiali Zeng, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang:
Consistency Regularization Training for Compositional Generalization. 1294-1308 - Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Ming Gong, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan:
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. 1309-1320 - Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim:
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. 1321-1342 - Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji:
A Close Look into the Calibration of Pre-trained Language Models. 1343-1367 - Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao:
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization. 1368-1386 - Wang Jing, Aixin Sun, Hao Zhang, Xiaoli Li:
MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction. 1387-1400 - Itay Levy, Ben Bogin, Jonathan Berant:
Diverse Demonstrations Improve In-context Compositional Generalization. 1401-1422 - Zhiyong Wu, Yaoxiang Wang, Jiacheng Ye, Lingpeng Kong:
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering. 1423-1436 - Clara Meister, Tiago Pimentel, Luca Malagutti, Ethan Wilcox, Ryan Cotterell:
On the Efficacy of Sampling Adapters. 1437-1455 - Jianfei Yu, Qiankun Zhao, Rui Xia:
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis. 1456-1470 - Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang:
Compositional Data Augmentation for Abstractive Conversation Summarization. 1471-1488 - Yuan Chen, Xia Li:
PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring. 1489-1503 - Myra Cheng, Esin Durmus, Dan Jurafsky:
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models. 1504-1532 - Yawen Ouyang, Yongchang Cao, Yuan Gao, Zhen Wu, Jianbing Zhang, Xinyu Dai:
On Prefix-tuning for Lightweight Out-of-distribution Detection. 1533-1545 - Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya:
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding. 1546-1558 - Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh:
Measuring Progress in Fine-grained Vision-and-Language Understanding. 1559-1582 - Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, Hong Yu:
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information. 1583-1598 - Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering. 1599-1618 - Wenya Wang, Vivek Srikumar, Hannaneh Hajishirzi, Noah A. Smith:
Elaboration-Generating Commonsense Question Answering at Scale. 1619-1635 - Andre He, Nicholas Tomlin, Dan Klein:
Neural Unsupervised Reconstruction of Protolanguage Word Forms. 1636-1649 - Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li:
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation. 1650-1668 - Zi Wang, Daniel Hershcovich:
On Evaluating Multilingual Compositional Generalization with Translated Datasets. 1669-1687 - Zhen Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Dongyan Zhao, Xiubo Geng, Daxin Jiang:
FAA: Fine-grained Attention Alignment for Cascade Document Ranking. 1688-1700 - Zhong Zhang, Bang Liu, Junming Shao:
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models. 1701-1713 - Jinfeng Zhou, Zhuang Chen, Bo Wang, Minlie Huang:
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach. 1714-1729 - Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu:
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling. 1730-1745 - Piotr Szymanski, Lukasz Augustyniak, Mikolaj Morzy, Adrian Szymczak, Krzysztof Surdyk, Piotr Zelasko:
Why Aren't We NER Yet? Artifacts of ASR Errors in Named Entity Recognition in Spontaneous Speech Transcripts. 1746-1761 - Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. 1762-1777 - Yufei Li, Zexin Li, Yingfan Gao, Cong Liu:
White-Box Multi-Objective Adversarial Attack on Dialogue Generation. 1778-1792 - Salam Khalifa, Sarah R. B. Payne, Jordan Kodner, Ellen Broselow, Owen Rambow:
A Cautious Generalization Goes a Long Way: Learning Morphophonological Rules. 1793-1805 - Jun Shern Chan, Michael Pieler, Jonathan Jao, Jérémy Scheurer, Ethan Perez:
Few-shot Adaptation Works with UnpredicTable Data. 1806-1842 - Mehwish Fatima, Michael Strube:
Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers. 1843-1861 - Mohamed Elgaar, Hadi Amiri:
HuCurl: Human-induced Curriculum Discovery. 1862-1877 - Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang:
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation. 1878-1891 - Yuling Gu, Bhavana Dalvi Mishra, Peter Clark:
Do language models have coherent mental models of everyday things? 1892-1913 - Max Grusky:
Rogue Scores. 1914-1934 - Or Honovich, Uri Shaham, Samuel R. Bowman, Omer Levy:
Instruction Induction: From Few Examples to Natural Language Task Descriptions. 1935-1952 - Xiaoyang Hu, Shane Storks, Richard L. Lewis, Joyce Chai:
In-Context Analogical Reasoning with Pre-Trained Language Models. 1953-1969 - Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan:
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering. 1970-1989 - Yuxin Ren, Zihan Zhong, Xingjian Shi, Yi Zhu, Chun Yuan, Mu Li:
Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation. 1990-2006 - Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta:
REV: Information-Theoretic Evaluation of Free-Text Rationales. 2007-2030 - Shabnam Behzad, Keisuke Sakaguchi, Nathan Schneider, Amir Zeldes:
ELQA: A Corpus of Metalinguistic Questions and Answers about English. 2031-2047 - Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo:
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking. 2048-2061