🧑‍🔬 Yongliang Shen

🏛️ Affiliations

🎓Zhejiang UniversityHangzhou · China2020–2026 · 58 papersEducationEmploymentcurrent🎓Beijing Institute of TechnologyBeijing · China2022–2026 · 5 paperscurrent🎓Heilongjiang UniversityHarbin · China2006–2024 · 12 papers🔬National Key Laboratory of Science and Technology on CommunicationsChengdu · China2017–2019 · 2 papers🎓University of Electronic Science and Technology of ChinaChengdu · China2017–2019 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face (2023 · 740 citations)
   Large language models handle text well, but they cannot directly see images, hear speech, or coordinate several specialised models to finish a multi-step job.
2. Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition (2021 · 231 citations)
   The paper addresses nested named entity recognition, where entities can contain other entities. Span-based approaches handle nesting naturally, but they have four weaknesses: they enumerate many low-quality candidates, which is computationally costly; they cannot reach entities longer than the enumeration limit; they…
3. Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives (2024 · 75 citations)
   The paper asks why large language models rarely fix their own mistakes when they reflect without outside feedback.

All works

15 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging FaceConference on Neural Information Processing Systems (NeurIPS)Yongliang Shen, Kaitao Song, Xu Tan, et al.2023 · 740 citations
2. Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Yongliang Shen, Xinyin Ma, Zeqi Tan, et al.2021 · 231 citations
3. Self-Contrast: Better Reflection Through Inconsistent Solving PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenqi Zhang, Yongliang Shen, Linjuan Wu, et al.2024 · 75 citations
4. Agent-Pro: Learning to Evolve via Policy-Level Reflection and OptimizationProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetWenqi Zhang et al.2024 · 48 citations
5. STaR-SQL: Self-Taught Reasoner for Text-to-SQLProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetMingqian He et al.2025 · 17 citations
6. Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive TasksProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetWenqi Zhang et al.2026 · 5 citations
7. UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy OptimizationProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetZhengxi Lu et al.2026 · 1 citation
8. CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-EvolutionProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetTeng Pan et al.2026 · 1 citation
9. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-ExpertsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetHaolei Xu et al.2026 · 1 citation
10. Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement LearningProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetHengwei Liu et al.2026
11. Experience-driven Multi-turn Reinforcement Learning for GUI AgentsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetZhengxi Lu et al.2026
12. AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetQingqing Lyu et al.2026
13. Pause or Fabricate? Training Language Models for Grounded ReasoningFindings of the Association for Computational Linguistics: ACL 2026 · original ↗ · no summary yetYiwen Qiu et al.2026
14. How Controllable Are Large Language Models? A Unified Evaluation across Behavioral GranularitiesProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetZiwen Xu et al.2026
15. Phun-Bench: Evaluating LLMs on Phonological Understanding in ChineseProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetXing Yue, Yongliang Shen, Weiming Lu2026

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Weiming Lu ×3
• Yueting Zhuang ×2
• Dongsheng Li
• Jun Wang
• Kaitao Song
• Shuai Zhang
• Xinyin Ma
• Xu Tan

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL) ×13: ACL 2024, ACL 2021
• Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
• Findings of the Association for Computational Linguistics: ACL 2026

🔗 Cited by

Papers of our library cite their works 499 times (of the 141,840 papers whose bibliographies we read); 50 citing papers with a page here →.

Updated 24 October 2026

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