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ORCIDLei Li 0005
Person information
- affiliation: Carnegie Mellon University, School of Computer Science, Language Technologies Institute, PA, USA
- affiliation (former): University of California Santa Barbara, CA, USA
- affiliation (former): ByteDance AI Lab, Beijing, China
- affiliation (former): University of California, Berkeley, Computer Science Division, CA, USA
- affiliation (PhD 2011): Carnegie Mellon University, Computer Science Department, Pittsburgh, PA, USA
- affiliation (2004 - 2006): Shanghai Jiao Tong University, Department of Computer Science and Engineering, APEX Data and Knowledge Management Lab, Shanghai, China
Other persons with the same name
- Lei Li — disambiguation page
- Lei Li 0001
![[0000-0002-0688-9619]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-0688-9619")
— Florida International University, School of Computing and Information Sciences, Miami, FL, USA - Lei Li 0002 — Hefei University of Technology, School of Computer and Information, Hefei, China (and 1 more)
- Lei Li 0003 (aka: Lei Thor Li) — Hong Kong University of Science and Technology (and 1 more)
- Lei Li 0004 — Baylor College of Medicine: Houston, TX, USA (and 2 more)
- Lei Li 0006 — Duke University, Department of Mathematics, Durham, NC, USA (and 2 more)
- Lei Li 0007 — Zhejiang University, State Key Laboratory of Fluid Power and Mechatronics Systems, Hangzhou, China
- Lei Li 0008 — Shandong University of Finance and Economics, School of Computer Science and Technology, Jinan, China (and 1 more)
- Lei Li 0009 — Beijing University of Posts and Telecommunications, School of Artificial Intelligence, Beijing, China (and 1 more)
- Lei Li 0010 — South China University of Technology, School of Electronic and Information Engineering, Guangzhou, China
- Lei Li 0011 — South China Agricultural University, College of Economics and Management, Guangzhou, China
- Lei Li 0012 — University of Connecticut, Department of Computer Science and Engineering, Storrs, CT, USA
- Lei Li 0013 — Qingdao University, School of Basic Medical Science / School of Data Science and Software Engineering, China (and 1 more)
- Lei Li 0014 — Jiangnan University, Business School, Wuxi, China
- Lei Li 0015 — George Mason University, Department of Statistics, Fairfax, VA, USA
- Lei Li 0016 — Central South University, Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring, Changsha, China
- Lei Li 0017 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Lei Li 0019 — National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China
- Lei Li 0020 — University of Oxford, Institute of Biomedical Engineering, UK (and 2 more)
- Lei Li 0021 — Kennesaw State University, College of Computing and Software Engineering, GA, USA (and 2 more)
- Lei Li 0022 — Sun Yat-sen University, Department of Computer Science, Guangzhou, China
- Lei Li 0023 — Cornell University, Ithaca, NY, USA (and 1 more)
- Lei Li 0024 — California Institute of Technology, Department of Electrical Engineering, Pasadena, CA, USA
- Lei Li 0025 — China University of Petroleum, College of Science, Qingdao, China (and 1 more)
- Lei Li 0026 — University of Alberta, Department of Mechanical Engineering, Edmonton, AB, Canada
- Lei Li 0027 — Harbin Institute of Technology, School of Electrical Engineering and Automation, China
- Lei Li 0028 — Shangdong Technology and Business University, School of Information and Electronic Engineering, Yantai, China (and 1 more)
- Lei Li 0029 — Zhengzhou University, School of Physics and Engineering, China (and 1 more)
- Lei Li 0030 — Virginia Polytechnic Institute and State University, Department of Electrical and Computer Engineering, Blacksburg, VA, USA (and 1 more)
- Lei Li 0031 — Xidian University, School of Mechano-Electronic Engineering, Xi'an, China
- Lei Li 0032 — Northwestern Polytechnincal University, Department of Engineering Mechanics, Xi'an, China
- Lei Li 0033 — Southwest Jiaotong University, MoE Key Laboratory of Magnetic Suspension Technology and Maglev Vehicle, Chengdu, China
- Lei Li 0034 — State Grid Shandong Electric Power Company, Jinan, China
- Lei Li 0035 — University of Franche-Comté, France
- Lei Li 0036 — Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
- Lei Li 0037 — Beijing Normal University, Department of Information Management, Beijing, China (and 1 more)
- Lei Li 0038 — École Polytechnique, LIX, Paris, France (and 1 more)
- Lei Li 0039 — University of Hong Kong, Hong Kong (and 1 more)
- Lei Li 0040 — Zhejiang University, Hangzhou, China
- Lei Li 0041 — Fujitsu R&D Center, Ocean International Center, Beijing, China
- Lei Li 0042 — Hong Kong Baptist University, Department of Computer Science, Kowloon, Hong Kong
- Lei Li 0043 — East China Normal University, School of Data Science and Engineering, Shanghai, China (and 1 more)
- Lei Li 0044 — Tongji University, College of Electronic and Information Engineering, Shanghai, China (and 1 more)
- Lei Li 0045 — Hosei University, Department of Applied Informatics, Tokyo, Japan (and 2 more)
- Lei Li 0046 — Chinese Academy of Sciences, Northeast Institute of Geography and Agroecology, Changchun, China (and 1 more)
- Lei Li 0047 — BGP, CNPC, Research and Development Center, Zhuozhou, China
- Lei Li 0048 — Xiamen University, Department of Software Engineering, Fujian, China
- Lei Li 0049 — Chinese Academy of Sciences, Institute of Software, Laboratory of General Software, Beijing, China (and 1 more)
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2020 – today
- 2024
[c168]Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang:
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. AAAI 2024: 22141-22149- [c167]Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Wang:
Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement. ACL (1) 2024: 15474-15492 - [c166]Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li:
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions. ACL (Findings) 2024: 15654-15669 - [c165]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. EMNLP (Findings) 2024: 247-266 - [c164]André V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira:
LumberChunker: Long-Form Narrative Document Segmentation. EMNLP (Findings) 2024: 6473-6486 - [c163]Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan:
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. EMNLP (Findings) 2024: 10748-10772 - [c162]Wenda Xu, Jiachen Li, William Yang Wang, Lei Li:
BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment. EMNLP 2024: 11125-11139 - [c161]Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian:
Learning Personalized Alignment for Evaluating Open-ended Text Generation. EMNLP 2024: 13274-13292 - [c160]Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang:
Provable Robust Watermarking for AI-Generated Text. ICLR 2024 - [c159]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DE-COP: Detecting Copyrighted Content in Language Models Training Data. ICML 2024 - [c158]Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin:
SurfPro: Functional Protein Design Based on Continuous Surface. ICML 2024 - [c157]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li:
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. ICML 2024 - [c156]Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj Singh, William Yang Wang, Lei Li:
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. KDD 2024: 2991-3000 - [c155]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. NAACL-HLT (Findings) 2024: 1429-1445 - [c154]Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. NAACL-HLT (Findings) 2024: 2765-2781 - [i161]Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang:
Weak-to-Strong Jailbreaking on Large Language Models. CoRR abs/2401.17256 (2024) - [i160]Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li:
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models. CoRR abs/2402.02801 (2024) - [i159]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Permute-and-Flip: An optimally robust and watermarkable decoder for LLMs. CoRR abs/2402.05864 (2024) - [i158]André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li:
DE-COP: Detecting Copyrighted Content in Language Models Training Data. CoRR abs/2402.09910 (2024) - [i157]Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Yang Wang:
Perils of Self-Feedback: Self-Bias Amplifies in Large Language Models. CoRR abs/2402.11436 (2024) - [i156]Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang:
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. CoRR abs/2402.11818 (2024) - [i155]Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li:
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. CoRR abs/2402.14315 (2024) - [i154]Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li:
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions. CoRR abs/2402.18025 (2024) - [i153]Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon:
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR abs/2403.04735 (2024) - [i152]Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang:
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. CoRR abs/2403.12339 (2024) - [i151]Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin:
SurfPro: Functional Protein Design Based on Continuous Surface. CoRR abs/2405.06693 (2024) - [i150]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li:
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. CoRR abs/2405.08205 (2024) - [i149]Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li:
Evaluating Durability: Benchmark Insights into Multimodal Watermarking. CoRR abs/2406.03728 (2024) - [i148]Wenda Xu, Jiachen Li, William Yang Wang, Lei Li:
BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM. CoRR abs/2406.12168 (2024) - [i147]Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li:
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. CoRR abs/2406.13869 (2024) - [i146]André V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira:
LumberChunker: Long-Form Narrative Document Segmentation. CoRR abs/2406.17526 (2024) - [i145]Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan:
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. CoRR abs/2407.05975 (2024) - [i144]Danqing Wang, Jianxin Ma, Fei Fang, Lei Li:
TypedThinker: Typed Thinking Improves Large Language Model Reasoning. CoRR abs/2410.01952 (2024) - [i143]Xuandong Zhao, Chenwen Liao, Yu-Xiang Wang, Lei Li:
Efficiently Identifying Watermarked Segments in Mixed-Source Texts. CoRR abs/2410.03600 (2024) - [i142]Chinmay Dandekar, Wenda Xu, Xi Xu, Siqi Ouyang, Lei Li:
Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems. CoRR abs/2410.10861 (2024) - [i141]Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister:
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling. CoRR abs/2410.11325 (2024) - [i140]Botian Jiang, Lei Li, Xiaonan Li, Zhaowei Li, Xiachong Feng, Lingpeng Kong, Qi Liu, Xipeng Qiu:
Understanding the Role of LLMs in Multimodal Evaluation Benchmarks. CoRR abs/2410.12329 (2024) - [i139]Xi Xu, Wenda Xu, Siqi Ouyang, Lei Li:
CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation. CoRR abs/2410.16011 (2024) - [i138]Danqing Wang, Zhuorui Ye, Fei Fang, Lei Li:
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models. CoRR abs/2410.20007 (2024) - [i137]Kexun Zhang, Shang Zhou, Danqing Wang, William Yang Wang, Lei Li:
Scaling LLM Inference with Optimized Sample Compute Allocation. CoRR abs/2410.22480 (2024) - 2023
- [c153]Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao:
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. AAAI 2023: 12616-12625 - [c152]Siqi Ouyang, Rong Ye, Lei Li:
WACO: Word-Aligned Contrastive Learning for Speech Translation. ACL (1) 2023: 3891-3907 - [c151]Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang:
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. ACL (1) 2023: 5166-5183 - [c150]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. ACL (1) 2023: 9890-9908 - [c149]Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu:
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation. ACL (Findings) 2023: 11518-11533 - [c148]Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li:
Pre-trained Language Models Can be Fully Zero-Shot Learners. ACL (1) 2023: 15590-15606 - [c147]Siqi Ouyang, Lei Li:
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. EMNLP (Findings) 2023: 3114-3128 - [c146]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. EMNLP 2023: 5967-5994 - [c145]Danqing Wang, Lei Li:
Learning from Mistakes via Cooperative Study Assistant for Large Language Models. EMNLP 2023: 10667-10685 - [c144]Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu:
Extrapolating Multilingual Understanding Models as Multilingual Generators. EMNLP (Findings) 2023: 15432-15444 - [c143]Zhenqiao Song, Lei Li:
Importance Weighted Expectation-Maximization for Protein Sequence Design. ICML 2023: 32349-32364 - [c142]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. ICML 2023: 41770-41785 - [c141]Xuandong Zhao, Yu-Xiang Wang, Lei Li:
Protecting Language Generation Models via Invisible Watermarking. ICML 2023: 42187-42199 - [c140]Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou:
Accelerating Antimicrobial Peptide Discovery with Latent Structure. KDD 2023: 2243-2255 - [c139]Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li:
Statistical Knowledge Assessment for Large Language Models. NeurIPS 2023 - [c138]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. NeurIPS 2023 - [i136]Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui:
A Survey for In-context Learning. CoRR abs/2301.00234 (2023) - [i135]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. CoRR abs/2302.02285 (2023) - [i134]Xuandong Zhao, Yu-Xiang Wang, Lei Li:
Protecting Language Generation Models via Invisible Watermarking. CoRR abs/2302.03162 (2023) - [i133]Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Jiajun Chen, Lei Li, Shujian Huang:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. CoRR abs/2304.04675 (2023) - [i132]Zhenqiao Song, Lei Li:
Importance Weighted Expectation-Maximization for Protein Sequence Design. CoRR abs/2305.00386 (2023) - [i131]Yijun Wang, Changzhi Sun, Yuanbin Wu, Lei Li, Junchi Yan, Hao Zhou:
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction. CoRR abs/2305.04297 (2023) - [i130]Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao:
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. CoRR abs/2305.05976 (2023) - [i129]Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li:
Statistical Knowledge Assessment for Generative Language Models. CoRR abs/2305.10519 (2023) - [i128]Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu:
Extrapolating Multilingual Understanding Models as Multilingual Generators. CoRR abs/2305.13140 (2023) - [i127]Danqing Wang, Lei Li:
Learn from Mistakes through Cooperative Interaction with Study Assistant. CoRR abs/2305.13829 (2023) - [i126]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. CoRR abs/2305.14282 (2023) - [i125]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. CoRR abs/2305.14591 (2023) - [i124]Siqi Ouyang, Lei Li:
Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations. CoRR abs/2305.15064 (2023) - [i123]Xuandong Zhao, Kexun Zhang, Yu-Xiang Wang, Lei Li:
Generative Autoencoders as Watermark Attackers: Analyses of Vulnerabilities and Threats. CoRR abs/2306.01953 (2023) - [i122]Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang:
Provable Robust Watermarking for AI-Generated Text. CoRR abs/2306.17439 (2023) - [i121]Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Extrapolating Large Language Models to Non-English by Aligning Languages. CoRR abs/2308.04948 (2023) - [i120]Zhenqiao Song, Yunlong Zhao, Yufei Song, Wenxian Shi, Yang Yang, Lei Li:
Joint Design of Protein Sequence and Structure based on Motifs. CoRR abs/2310.02546 (2023) - [i119]Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian:
Learning Personalized Story Evaluation. CoRR abs/2310.03304 (2023) - [i118]Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Yang Yang, Lei Li:
Functional Geometry Guided Protein Sequence and Backbone Structure Co-Design. CoRR abs/2310.04343 (2023) - [i117]Kexun Zhang, Hongqiao Chen, Lei Li, William Yang Wang:
Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding. CoRR abs/2310.07075 (2023) - [i116]Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li:
How Multilingual is Multilingual LLM? CoRR abs/2311.09071 (2023) - [i115]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback. CoRR abs/2311.09336 (2023) - 2022
- [j11]Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li:
SOLO: A Simple Framework for Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8587-8601 (2022) - [j10]Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li:
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. IEEE Robotics Autom. Lett. 7(1): 57-64 (2022) - [c137]Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li:
Unsupervised Editing for Counterfactual Stories. AAAI 2022: 10473-10481 - [c136]Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li:
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI 2022: 10482-10491 - [c135]Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li:
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. AAAI 2022: 10776-10784 - [c134]Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li:
Learning When to Translate for Streaming Speech. ACL (1) 2022: 680-694 - [c133]Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. ACL (Findings) 2022: 774-781 - [c132]Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. ACL (1) 2022: 2701-2714 - [c131]Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Rethinking Document-level Neural Machine Translation. ACL (Findings) 2022: 3537-3548 - [c130]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) 2022: 3941-3955 - [c129]Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. ACL (1) 2022: 7050-7062 - [c128]Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) 2022: 8398-8409 - [c127]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Distillation-Resistant Watermarking for Model Protection in NLP. EMNLP (Findings) 2022: 5044-5055 - [c126]Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li:
Calibrating Factual Knowledge in Pretrained Language Models. EMNLP (Findings) 2022: 5937-5947 - [c125]Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. EMNLP (Findings) 2022: 6559-6574 - [c124]Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li:
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. ICLR 2022 - [c123]Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li:
Enhancing Cross-lingual Transfer by Manifold Mixup. ICLR 2022 - [c122]Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang:
On the Learning of Non-Autoregressive Transformers. ICML 2022: 9356-9376 - [c121]Yunfei Li, Tao Kong, Lei Li, Yi Wu:
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. ICRA 2022: 7469-7476 - [c120]Siqi Ouyang, Rong Ye, Lei Li:
On the Impact of Noises in Crowd-Sourced Data for Speech Translation. IWSLT@ACL 2022: 92-97 - [c119]Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu:
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. KDD 2022: 3458-3467 - [c118]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. NAACL-HLT 2022: 943-955 - [c117]Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li:
MTG: A Benchmark Suite for Multilingual Text Generation. NAACL-HLT (Findings) 2022: 2508-2527 - [c116]Rong Ye, Mingxuan Wang, Lei Li:
Cross-modal Contrastive Learning for Speech Translation. NAACL-HLT 2022: 5099-5113 - [c115]Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li:
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. SC 2022: 38:1-38:14 - [i114]Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. CoRR abs/2203.07687 (2022) - [i113]Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR abs/2203.08480 (2022) - [i112]Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang:
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. CoRR abs/2203.10426 (2022) - [i111]Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li:
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR abs/2204.02030 (2022) - [i110]Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li:
Contextual Representation Learning beyond Masked Language Modeling. CoRR abs/2204.04163 (2022) - [i109]Yunfei Li, Tao Kong, Lei Li, Yi Wu:
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. CoRR abs/2204.05509 (2022) - [i108]Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Provably Confidential Language Modelling. CoRR abs/2205.01863 (2022) - [i107]