🧑‍🔬 Deqing Yang

🏛️ Affiliations

🎓Fudan UniversityShanghai · China2004–2026 · 72 papersEmployment · Associate Professor, School of Data Sciencecurrent🎓Shenzhen UniversityShenzhen · China2025 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. LoGU: Long-form Generation with Uncertainty Expressions (2025 · 13 citations)
   Work on getting LLMs to admit what they do not know has mostly targeted short-form QA, where one confidence signal covers a single answer.
2. Confidence Estimation for LLMs in Multi-turn Interactions (2026 · 7 citations)
   Most work on LLM confidence estimation looks at single questions answered once. This paper studies a different case: multi-turn dialogue, where useful information arrives over several turns. The authors argue that a good confidence signal in this setting must do two things. It should be calibrated at each turn, and…
3. Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning (2026)
   RLVR rewards every correct answer equally, so a model may also be reinforced for sloppy or lucky reasoning that happens to end in the right result.

All works

4 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. Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ↗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 yetLi Cui et al.2021 · 92 citations
2. LoGU: Long-form Generation with Uncertainty ExpressionsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruihan Yang, Caiqi Zhang, Zhisong Zhang, et al.2025 · 13 citations
3. Confidence Estimation for LLMs in Multi-turn InteractionsFindings of the Association for Computational LinguisticsCaiqi Zhang, Ruihan Yang, Xiaochen Zhu, et al.2026 · 7 citations
4. Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement LearningFindings of the Association for Computational LinguisticsTiehua Mei, Minxuan Lv, Leiyu Pan, et al.2026

🤝 Co-authors here

12 of 14 co-authors with a page, the most papers together first.

• Caiqi Zhang ×2
• Nigel Collier ×2
• Ruihan Yang ×2
• Chengzu Li
• Dong Yu
• Leiyu Pan
• Minxuan Lv
• Sen Yang
• Tiancheng Hu
• Tiehua Mei
• Xiaochen Zhu
• Xinting Huang

Venues

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

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
• 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)

🔗 Cited by

Papers of our library cite their works 55 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated 1 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/deqing-yang/