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Meng Zhou

Meng Zhou has 2 papers in our library, in 2020–2026, most of them on Language models & pretraining, Dialogue systems; often with Caishuang Huang, Guangtao Zeng, Jiaqi Zeng.

2 papers in our library · 2020–2026

OpenAlex · ORCID · h-index 20 · 72 works · 2,666 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 77 times in our library · ⭐ Paper Stars ranking: #5966

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Zhejiang Gongshang UniversityHangzhou · China2024–2026 · 2 paperscurrent🏢TencentShenzhen · China2026 · 1 papercurrent🎓New Jersey Institute of TechnologyNewark · United States1992–2025 · 27 papers🎓Beihang UniversityBeijing · China1997–2022 · 9 papers🎓Nanjing University of Science and TechnologyNanjing · China2019–2024 · 4 papers🎓Tohoku UniversitySendai · Japan2025 · 3 papers🎓Zhejiang A & F UniversityLin’an Shi · China2025 · 3 papers🎓Tongji UniversityShanghai · China2012–2014 · 3 papers🎓Shanghai Ocean UniversityShanghai · China2024–2025 · 2 papers🎓University of Hong KongPok Fu Lam · China2024–2025 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 15 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.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workMedicine · 1 work

🧭 Topics 2Research subjects and languages the work is about.Dialogue systems · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20261 paper20201 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MedDialog: Large-scale Medical Dialogue Datasets (2020 · 247 citations)
    Building medical dialogue systems that could act as "virtual doctors" in telemedicine requires many real patient–doctor conversations.
  2. MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models (2026 · 4 citations)
    Most instruction-following benchmarks for LLMs vary only the type of constraint. They say little about how constraints are phrased or how hard their combinations are, and they offer little insight into how to improve models. MulDimIF addresses this with a framework that describes each instruction along three axes…

 Co-authors here

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

Venues

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

 Cited by

Papers of our library cite their works 77 times (of the 149,439 papers whose bibliographies we read); 13 citing papers with a page here →.

Updated

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