🧑‍🔬 Lei Li — all works

49 works · ← Lei Li

1. A Survey on In-context LearningarXiv:2301.00234Qingxiu Dong, Lei Li, Damai Dai, et al.2023 · 978 citations
2. On the Sentence Embeddings from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Bohan Li, Hao Zhou, Junxian He, et al.2020 · 833 citations
3. VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXin Wang et al.2019 · 589 citations
4. Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisFindings of the Association for Computational LinguisticsWenhao Zhu, Hongyi Liu, Qingxiu Dong, et al.2024 · 506 citations
5. Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsAnnual Meeting of the Association for Computational Linguistics (ACL)Peiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 497 citations
6. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video AnalysisIEEE Computer Society Conference on Computer Vision and Pattern RecognitionChaoyou Fu, Yuhan Dai, Yongdong Luo, et al.2024 · 427 citations
7. Double Graph Based Reasoning for Document-level Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Shuang Zeng, Runxin Xu, Baobao Chang, et al.2020 · 314 citations
8. Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiao Pan, Mingxuan Wang, Liwei Wu, et al.2021 · 256 citations
9. Dynamically Fused Graph Network for Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Lin Qiu, Yunxuan Xiao, Yanru Qu, et al.2019 · 239 citations
10. Glancing Transformer for Non-Autoregressive Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Lihua Qian, Hao Zhou, Yu Bao, et al.2021 · 180 citations
11. Generating Fluent Adversarial Examples for Natural Languages ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHuangzhao Zhang et al.2019 · 179 citations
12. Pre-training Multilingual Neural Machine Translation by Leveraging Alignment InformationConference on Empirical Methods in Natural Language Processing (EMNLP)Zehui Lin, Xiao Pan, Mingxuan Wang, et al.2020 · 178 citations
13. Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHao Wu et al.2019 · 174 citations
14. CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZihang Dai, Lei Li, Wei Xu2016 · 167 citations
15. Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsarXiv:2410.07985Bofei Gao, Feifan Song, Zhe Yang, et al.2024 · 163 citations
16. UniRE: A Unified Label Space for Entity Relation Extraction ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetYijun Wang et al.2021 · 158 citations
17. Towards Making the Most of BERT in Neural Machine Translation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiacheng Yang et al.2020 · 156 citations
18. Generating Sentences from Disentangled Syntactic and Semantic SpacesAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Bao, Hao Zhou, Shujian Huang, et al.2019 · 154 citations
19. Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Lean Wang, Lei Li, Damai Dai, et al.2023 · 153 citations
20. Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetXiang Chen et al.2022 · 144 citations
21. Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetRunxin Xu et al.2021 · 140 citations
22. Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Wenkai Yang, Lei Li, Zhiyuan Zhang, et al.2021 · 135 citations
23. STEMM: Self-learning with Speech-text Manifold Mixup for Speech TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Qingkai Fang, Rong Ye, Lei Li, et al.2022 · 133 citations
24. Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Lei Li, Yuqi Wang, Runxin Xu, et al.2024 · 129 citations
25. INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP)Wenda Xu, Danqing Wang, Liangming Pan, et al.2023 · 123 citations
26. Cross-modal Contrastive Learning for Speech Translation ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetRong Ye, Mingxuan Wang, Lei Li2022 · 119 citations
27. Calibrating Factual Knowledge in Pretrained Language ModelsFindings of the Association for Computational LinguisticsQingxiu Dong, Damai Dai, Yifan Song, et al.2022 · 115 citations
28. Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetPengcheng Yang et al.2019 · 115 citations
29. Rethinking Document-level Neural Machine TranslationFindings of the Association for Computational LinguisticsZewei Sun, Mingxuan Wang, Hao Zhou, et al.2022 · 107 citations
30. Learning Language Specific Sub-network for Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Zehui Lin, Liwei Wu, Mingxuan Wang, et al.2021 · 104 citations
31. Learning Shared Semantic Space for Speech-to-Text Translation ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetChi Han et al.2021 · 96 citations
32. Pride and Prejudice: LLM Amplifies Self-Bias in Self-RefinementAnnual Meeting of the Association for Computational Linguistics (ACL)Wenda Xu, Guanglei Zhu, Xuandong Zhao, et al.2024 · 88 citations
33. Extrapolating Large Language Models to Non-English by Aligning Languages ↗arXiv:2308.04948 · no summary yetWenhao Zhu et al.2023 · 71 citations
34. CBLUE: A Chinese Biomedical Language Understanding Evaluation BenchmarkarXiv:2106.08087Ningyu Zhang, Mosha Chen, Zhen Bi, et al.2021 · 71 citations
35. Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language ModelsarXiv:2404.12387Reka Team: Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, et al.2024 · 42 citations
36. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved SamplingarXiv:2410.11325Wenda Xu, Rujun Han, Zifeng Wang, et al.2024 · 41 citations
37. MiMo-VL Technical ReportarXiv:2506.03569Xiaomi LLM-Core Team, Zihao Yue, Zhenru Lin, et al.2025 · 33 citations
38. ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle VerifiersarXiv:2305.14591Kexun Zhang, Danqing Wang, Jingtao Xia, et al.2023 · 19 citations
39. The Role of Deductive and Inductive Reasoning in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chengkun Cai, Xu Zhao, Haoliang Liu, et al.2025 · 17 citations
40. Could Thinking Multilingually Empower LLM Reasoning?arXiv:2504.11833Changjiang Gao, Xu Huang, Wenhao Zhu, et al.2025 · 10 citations
41. CMU's IWSLT 2024 Simultaneous Speech Translation System ↗Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024) · no summary yetXi Xu et al.2024 · 4 citations
42. Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual TranslationFindings of the Association for Computational LinguisticsYifeng Liu, Siqi Ouyang, Yatish H R, et al.2026 · 2 citations
43. CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL)Qiushi Sun, Jingyang Gong, Lei Li, et al.2026 · 1 citation
44. How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and ActivationFindings of the Association for Computational LinguisticsHao Yang, Qinghua Zhao, Lei Li, et al.2026 · 1 citation
45. CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetXi Xu et al.2025 · 1 citation
46. A Practical Evaluation Method for Long-Form Simultaneous Speech-to-Speech TranslationInternational Conference on Spoken Language Translation (IWSLT)Yulin Xue, Siqi Ouyang, Lei Li2026
47. DIMAS-OMOP: A Deliberative Intelligence-Based Multi-Agent System for Chinese Medical Text Standardization toward OMOPWorkshop on Multilinguality in the Era of Large Language ModelsHanlin Lv, Xiao Wang, Kesong Wu, et al.2026
48. Hierarchical Policy Optimization for Simultaneous Translation of Unbounded SpeechAnnual Meeting of the Association for Computational Linguistics (ACL)Siqi Ouyang, Shuoyang Ding, Oleksii Hrinchuk, et al.2026
49. When “Correct” Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?Annual Meeting of the Association for Computational Linguistics (ACL)Yibo Peng, James Song, Lei Li, et al.2026

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