🧑‍🔬 Peng Li — all works

40 works · ← Peng Li

1. DocRED: A Large-Scale Document-Level Relation Extraction Dataset ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetYuan Yao et al.2019 · 725 citations
2. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferInternational Joint Conference on Artificial IntelligenceFuli Luo, Peng Li, Jie Zhou, et al.2019 · 266 citations
3. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Jie Zhou, Ying Cao, Xuguang Wang, et al.2016 · 265 citations
4. MAVEN: A Massive General Domain Event Detection DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Ziqi Wang, Xu Han, et al.2020 · 261 citations
5. Learning from Context or Names? An Empirical Study on Neural Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Peng, Tianyu Gao, Xu Han, et al.2020 · 255 citations
6. Coreferential Reasoning Learning for Language RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP)Deming Ye, Yankai Lin, Jiaju Du, et al.2020 · 228 citations
7. Adversarial Training for Weakly Supervised Event DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiaozhi Wang, Xu Han, Zhiyuan Liu, et al.2019 · 210 citations
8. Packed Levitated Marker for Entity and Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Deming Ye, Yankai Lin, Peng Li, et al.2022 · 189 citations
9. Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetXu Han et al.2018 · 181 citations
10. CLEVE: Contrastive Pre-training for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqi Wang, Xiaozhi Wang, Xu Han, et al.2021 · 155 citations
11. Continual Relation Learning via Episodic Memory Activation and ReconsolidationAnnual Meeting of the Association for Computational Linguistics (ACL)Xu Han, Yi Dai, Tianyu Gao, et al.2020 · 152 citations
12. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yujia Qin, Yankai Lin, Ryuichi Takanobu, et al.2021 · 139 citations
13. Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsFindings of the Association for Computational LinguisticsYile Wang, Peng Li, Maosong Sun, et al.2023 · 135 citations
14. HMEAE: Hierarchical Modular Event Argument Extraction ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetXiaozhi Wang et al.2019 · 132 citations
15. Multi-Granularity Chinese Word Embedding ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetRongchao Yin et al.2016 · 131 citations
16. Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetXin Lv et al.2022 · 117 citations
17. MoEfication: Transformer Feed-forward Layers are Mixtures of ExpertsFindings of the Association for Computational LinguisticsZhengyan Zhang, Yankai Lin, Zhiyuan Liu, et al.2022 · 115 citations
18. A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration ↗arXiv:2310.02170 · no summary yetZijun Liu et al.2023 · 114 citations
19. RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wenkai Yang, Yankai Lin, Peng Li, et al.2021 · 112 citations
20. CodeIE: Large Code Generation Models are Better Few-Shot Information ExtractorsAnnual Meeting of the Association for Computational Linguistics (ACL)Peng Li, Tianxiang Sun, Qiong Tang, et al.2023 · 109 citations
21. Evaluating the Performance of Large Language Models on GAOKAO BenchmarkarXiv:2305.12474Xiaotian Zhang, Chunyang Li, Yi Zong, et al.2023 · 109 citations
22. Rethinking Stealthiness of Backdoor Attack against NLP Models ↗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 yetWenkai Yang et al.2021 · 108 citations
23. On Transferability of Prompt Tuning for Natural Language Processing ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYusheng Su et al.2022 · 107 citations
24. Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfarXiv:2309.04658Yuzhuang Xu, Shuo Wang, Peng Li, et al.2023 · 97 citations
25. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Yulin Chen, Ning Ding, et al.2022 · 96 citations
26. Inference-Time Scaling for Generalist Reward ModelingarXiv:2504.02495Zijun Liu, Peiyi Wang, Runxin Xu, et al.2025 · 65 citations
27. A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and BeyondarXiv:2503.21614Xiaoye Qu, Yafu Li, Zhao-Chen Su, et al.2025 · 55 citations
28. Agent-Pro: Learning to Evolve via Policy-Level Reflection and OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Wenqi Zhang, Ke Tang, Hai Wu, et al.2024 · 52 citations
29. Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Yuanchi Zhang, Yile Wang, Zijun Liu, et al.2024 · 30 citations
30. Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yingxue Zhang, Fandong Meng, Peng Li, et al.2021 · 27 citations
31. Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal ModelsInternational Conference on Computational Linguistics (COLING)Xuanyu Lei, Zonghan Yang, Xinrui Chen, et al.2025 · 11 citations
32. SPPO: Sequence-Level PPO for Long-Horizon Reasoning TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyi Wang, Yixia Li, Long Li, et al.2026 · 8 citations
33. G2: Guided Generation for Enhanced Output Diversity in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiwen Ruan, Yixia Li, Yefeng Liu, et al.2025 · 6 citations
34. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xuanyu Lei, Chenliang Li, Yuning Wu, et al.2026 · 4 citations
35. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment GroundingAnnual Meeting of the Association for Computational Linguistics (ACL)Fuwen Luo, Shengfeng Lou, Chi Chen, et al.2026 · 1 citation
36. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent CollaborationAnnual Meeting of the Association for Computational Linguistics (ACL)Zijun Liu, Zhennan Wan, Peng Li, et al.2026 · 1 citation
37. PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetWanru Zhuang et al.2025 · 1 citation
38. Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific PriorsFindings of the Association for Computational LinguisticsFuwen Luo, Zihao Wan, Ziyue Wang, et al.2026
39. GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiwen Ruan, Yichao Du, Jianjie Zheng, et al.2026
40. InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Junyou Su, He Zhu, Xiao Luo, et al.2026

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