Author

Lingyong Yan

Observed name: Yan, Lingyong

Observed institutions: Chinese Academy of Sciences, Institute of Software, Mylan (Switzerland), University of Chinese Academy of Sciences, Baidu (China)

ORCID: 0000-0002-6547-1984

Observed ORCID: 0000-0002-6547-1984

OpenAlex ID: A5050161084

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

2023 · Weiwei Sun, Lingyong Yan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 280

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Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases

2021 · Boxi Cao, Hongyu Lin, et al. · 71

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Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents

2025 · Zhengliang Shi, Shen Gao, et al. · International World Wide Web Conference (WWW) · 19

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Element Intervention for Open Relation Extraction

2021 · Fangchao Liu, Lingyong Yan, et al. · 19

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Learning to Bootstrap for Entity Set Expansion

2019 · Lingyong Yan, Xianpei Han, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 19

Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation

2024 · Bolei He, Nuo Chen, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 18

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Learning to Use Tools via Cooperative and Interactive Agents

2024 · Zhengliang Shi, Shen Gao, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 14

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Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases

2021 · Cao, Boxi, Lin, Hongyu, et al. · arXiv (Cornell University) · 10

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ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator

2024 · Junda Zhu, Lingyong Yan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 9

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From Learning-to-Match to Learning-to-Discriminate: Global Prototype Learning for Few-shot Relation Classification

2021 · Fangchao Liu, Xinyan Xiao, et al. · Lecture notes in computer science · 9

Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

2025 · Zhengliang Shi, Yuhan Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 7

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Chain of Tools: Large Language Model is an Automatic Multi-tool Learner

2024 · Shi, Zhengliang, Gao, Shen, et al. · arXiv (Cornell University) · 6

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Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method

2024 · Yukun Zhao, Lingyong Yan, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 6

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End-to-End Bootstrapping Neural Network for Entity Set Expansion

2020 · Lingyong Yan, Xianpei Han, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 6

FlexSpec: Frozen Drafts Meet Evolving Targets in Edge-Cloud Collaborative LLM Speculative Decoding

2026 · Yuchen Li, Rui Kong, et al. · IEEE Transactions on Mobile Computing · 5

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

2025 · Yiqun Chen, Lingyong Yan, et al. · neural information processing systems · 5

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Improving the Robustness of Large Language Models via Consistency Alignment

2024 · Zhao, Yukun, Yan, Lingyong, et al. · arXiv (Cornell University) · 5

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KnowTuning: Knowledge-aware Fine-tuning for Large Language Models

2024 · Yougang Lyu, Lingyong Yan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 5

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Global Bootstrapping Neural Network for Entity Set Expansion

2020 · Lingyong Yan, Xianpei Han, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 5

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Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization

2025 · Jiulong Wu, Zhengliang Shi, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4

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Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers

2023 · Sun, Weiwei, Chen, Zheng, et al. · arXiv (Cornell University) · 4

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PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization

2025 · Jiayi Wu, Hengyi Cai, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 3

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Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking

2025 · Junda Zhu, Lingyong Yan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3

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Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion

2021 · Lingyong Yan, Xianpei Han, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

2026 · Zhengliang Shi, Lingyong Yan, et al. · ACM Transactions on Information Systems · 2

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