🧑‍🔬 Le Sun — all works

33 works · ← Le Sun

1. Benchmarking Large Language Models in Retrieval-Augmented GenerationProceedings of the AAAI Conference on Artificial IntelligenceJiawei Chen, Hongyu Lin, Xianpei Han, et al.2023 · 629 citations
2. Unified Structure Generation for Universal Information Extraction ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYaojie Lu et al.2022 · 613 citations
3. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Yaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
4. ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated CasesarXiv:2306.05301Qiaoyu Tang, Ziliang Deng, Hongyu Lin, et al.2023 · 180 citations
5. Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHongyu Lin et al.2019 · 161 citations
6. Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge BasesAnnual Meeting of the Association for Computational Linguistics (ACL)Boxi Cao, Hongyu Lin, Xianpei Han, et al.2021 · 141 citations
7. TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetCancan Jin et al.2018 · 141 citations
8. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetJialong Tang et al.2019 · 115 citations
9. ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language ModelsLanguage Resources and Evaluation Conference (LREC)Ning Bian, Xianpei Han, Le Sun, et al.2024 · 106 citations
10. Nugget Proposal Networks for Chinese Event Detection ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHongyu Lin et al.2018 · 104 citations
11. BERT-QE: Contextualized Query Expansion for Document Re-ranking ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetZhi Zheng et al.2020 · 100 citations
12. Accurate Text-Enhanced Knowledge Graph Representation Learning ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetBo An et al.2018 · 93 citations
13. Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBo Chen, Le Sun, Xianpei Han2018 · 92 citations
14. NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetCanjia Li et al.2018 · 70 citations
15. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models ↗arXiv:2502.01142 · no summary yetXinyan Guan et al.2025 · 40 citations
16. From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding ↗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 yetShan Wu et al.2021 · 37 citations
17. The Life Cycle of Knowledge in Big Language Models: A SurveyarXiv:2303.07616 · Machine Intelligence Research. vol. 21, no. 2, pp. 217-238, 2024Boxi Cao, Hongyu Lin, Xianpei Han, et al.2023 · 31 citations
18. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-SlidesConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Zheng, Xinyan Guan, Hao Kong, et al.2025 · 30 citations
19. Sentence Rewriting for Semantic Parsing ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBo Chen et al.2016 · 17 citations
20. DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuoqun Li, Haiyang Yu, Xuanang Chen, et al.2025 · 10 citations
21. Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering ↗arXiv:2411.11504 · no summary yetXinyan Guan et al.2024 · 9 citations
22. Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? ↗arXiv:2410.05584 · no summary yetXueru Wen et al.2024 · 9 citations
23. Teach Small Models to Reason by Curriculum DistillationConference on Empirical Methods in Natural Language Processing (EMNLP)Wangyi Jiang, Yaojie Lu, Hongyu Lin, et al.2025 · 5 citations
24. DeepPresenter: Environment-Grounded Reflection for Agentic Presentation GenerationFindings of the Association for Computational LinguisticsHao Zheng, Guozhao Mo, Xinru Yan, et al.2026 · 3 citations
25. All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAGAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Wang, Guozhao Mo, Yafei Shi, et al.2026 · 1 citation
26. When Models Outthink Their Safety: Unveiling and Mitigating Self-Jailbreak in Large Reasoning ModelsFindings of the Association for Computational LinguisticsYingzhi Mao, Chunkang Zhang, Junxiang Wang, et al.2026 · 1 citation
27. Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent CollaborationConference of the European Chapter of the Association for Computational Linguistics (EACL)Guozhao Mo, Yanjiang Liu, Yafei Shi, et al.2026
28. On the Editability of Delta Parameters in Post-Trained ModelsFindings of the Association for Computational LinguisticsQiaoyu Tang, Le Yu, Bowen Yu, et al.2026
29. CodeRise: Bootstrapping LLMs for Ultra Low-Resource Programming Languages via Progressive Self-Refinement Curriculum ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetTengfei Wen et al.2026
30. MemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetQianhao Yuan et al.2026
31. ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yetJiasheng Zheng et al.2026
32. Across Programming Language Silos: A Study on Cross-Lingual Retrieval-Augmented Code Generation ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetQiming Zhu et al.2026
33. Report on the first summer school on NLP and IR in Beijing ↗ACM SIGIR Forum · no summary yetKenneth Church et al.2012

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/le-sun/works/