---
title: "Le Sun — all works — Elamur Research"
description: "All 33 works of Le Sun in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/le-sun/works/"
---
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# Le Sun — all works

33 works · [← Le Sun](https://md.research.elamur.ai/free/en/authors/le-sun/)

1. **[Benchmarking Large Language Models in Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/chen-2023-benchmarking-large-language-models-retrieval/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Jiawei Chen, Hongyu Lin, Xianpei Han, et al.*2023 · 629 citations*
2. **[Unified Structure Generation for Universal Information Extraction ↗](https://aclanthology.org/2022.acl-long.395/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yaojie Lu et al.*2022 · 613 citations*
3. **[Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction](https://md.research.elamur.ai/free/en/papers/lu-2021-text2event-controllable-sequence-structure-generation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yaojie Lu, Hongyu Lin, Jin Xu, et al.*2021 · 370 citations*
4. [**ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases arXiv:2306.05301**Qiaoyu Tang, Ziliang Deng, Hongyu Lin, et al.*2023 · 180 citations*](https://md.research.elamur.ai/free/en/papers/tang-2023-toolalpaca-generalized-tool-learning-language/)
5. **[Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks ↗](https://aclanthology.org/P19-1511/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hongyu Lin et al.*2019 · 161 citations*
6. **[Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases](https://md.research.elamur.ai/free/en/papers/cao-2021-knowledgeable-or-educated-guess-revisiting/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/P18-1100/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Cancan Jin et al.*2018 · 141 citations*
8. **[Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ↗](https://aclanthology.org/P19-1053/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Jialong Tang et al.*2019 · 115 citations*
9. **[ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models](https://md.research.elamur.ai/free/en/papers/bian-2024-chatgpt-is-knowledgeable-but-inexperienced/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Ning Bian, Xianpei Han, Le Sun, et al.*2024 · 106 citations*
10. **[Nugget Proposal Networks for Chinese Event Detection ↗](https://aclanthology.org/P18-1145/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Hongyu Lin et al.*2018 · 104 citations*
11. **[BERT-QE: Contextualized Query Expansion for Document Re-ranking ↗](https://aclanthology.org/2020.findings-emnlp.424/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Zhi Zheng et al.*2020 · 100 citations*
12. **[Accurate Text-Enhanced Knowledge Graph Representation Learning ↗](https://aclanthology.org/N18-1068/) 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 yet**Bo An et al.*2018 · 93 citations*
13. **[Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing ↗](https://aclanthology.org/P18-1071/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Bo Chen, Le Sun, Xianpei Han*2018 · 92 citations*
14. **[NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval ↗](https://aclanthology.org/D18-1478/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Canjia Li et al.*2018 · 70 citations*
15. **[DeepRAG: Thinking to Retrieve Step by Step for Large Language Models ↗](https://arxiv.org/abs/2502.01142) arXiv:2502.01142 · no summary yet**Xinyan Guan et al.*2025 · 40 citations*
16. **[From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding ↗](https://aclanthology.org/2021.acl-long.397/) 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 yet**Shan Wu et al.*2021 · 37 citations*
17. [**The Life Cycle of Knowledge in Big Language Models: A Survey arXiv:2303.07616 · Machine Intelligence Research. vol. 21, no. 2, pp. 217-238, 2024**Boxi Cao, Hongyu Lin, Xianpei Han, et al.*2023 · 31 citations*](https://md.research.elamur.ai/free/en/papers/cao-2023-life-cycle-knowledge-big-language/)
18. **[PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides](https://md.research.elamur.ai/free/en/papers/zheng-2025-pptagent-generating-evaluating-presentations-beyond/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hao Zheng, Xinyan Guan, Hao Kong, et al.*2025 · 30 citations*
19. **[Sentence Rewriting for Semantic Parsing ↗](https://aclanthology.org/P16-1073/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Bo Chen et al.*2016 · 17 citations*
20. **[DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking](https://md.research.elamur.ai/free/en/papers/li-2025-deepsolution-boosting-complex-engineering-solution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2411.11504) arXiv:2411.11504 · no summary yet**Xinyan Guan et al.*2024 · 9 citations*
22. **[Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? ↗](https://arxiv.org/abs/2410.05584) arXiv:2410.05584 · no summary yet**Xueru Wen et al.*2024 · 9 citations*
23. **[Teach Small Models to Reason by Curriculum Distillation](https://md.research.elamur.ai/free/en/papers/jiang-2025-teach-small-models-reason-curriculum/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wangyi Jiang, Yaojie Lu, Hongyu Lin, et al.*2025 · 5 citations*
24. **[DeepPresenter: Environment-Grounded Reflection for Agentic Presentation Generation](https://md.research.elamur.ai/free/en/papers/zheng-2026-deeppresenter-environment-grounded-reflection-agentic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hao Zheng, Guozhao Mo, Xinru Yan, et al.*2026 · 3 citations*
25. **[All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG](https://md.research.elamur.ai/free/en/papers/wang-2026-all-languages-matter-understanding-mitigating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/mao-2026-when-models-outthink-their-safety/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yingzhi 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 Collaboration](https://md.research.elamur.ai/free/en/papers/mo-2026-navigating-infinite-dynamic-web-space/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Guozhao Mo, Yanjiang Liu, Yafei Shi, et al.*2026*
28. **[On the Editability of Delta Parameters in Post-Trained Models](https://md.research.elamur.ai/free/en/papers/tang-2026-editability-delta-parameters-post-trained/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Qiaoyu Tang, Le Yu, Bowen Yu, et al.*2026*
29. **[CodeRise: Bootstrapping LLMs for Ultra Low-Resource Programming Languages via Progressive Self-Refinement Curriculum ↗](https://aclanthology.org/2026.findings-acl.1840/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Tengfei Wen et al.*2026*
30. **[MemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.736/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Qianhao Yuan et al.*2026*
31. **[ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ↗](https://aclanthology.org/2026.acl-demo.30/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yet**Jiasheng Zheng et al.*2026*
32. **[Across Programming Language Silos: A Study on Cross-Lingual Retrieval-Augmented Code Generation ↗](https://aclanthology.org/2026.findings-acl.1216/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Qiming Zhu et al.*2026*
33. **[Report on the first summer school on NLP and IR in Beijing ↗](https://doi.org/10.1145/2093346.2093351) ACM SIGIR Forum · no summary yet**Kenneth Church et al.*2012*