--- title: "Meng Zhou — author profile and papers — Elamur Research" description: "Meng Zhou, Tencent: 2 papers on Elamur Research (2020–2026), h-index 20 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/meng-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/meng-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Meng Zhou # Meng Zhou Meng Zhou has 2 papers in our library, in 2020–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Caishuang Huang](https://md.research.elamur.ai/free/en/authors/caishuang-huang/), [Guangtao Zeng](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/), [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/). 2 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5110119877) · [ORCID](https://orcid.org/0000-0003-0337-9602) · [**h-index 20**](https://openalex.org/authors/A5110119877) · [72 works](https://openalex.org/works?filter=author.id:A5110119877) · [2,666 citations](https://openalex.org/works?filter=author.id:A5110119877&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/meng-zhou/#papers) · [🔗 Cited 77 times in our library](https://md.research.elamur.ai/free/en/authors/meng-zhou/cited-by/) · [⭐ Paper Stars ranking: #5966](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5966) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Meng+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Meng+Zhou) · [dblp](https://dblp.org/search?q=Meng+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Meng+Zhou) ## Affiliations [🎓**Zhejiang Gongshang University** Hangzhou · China 2024–2026 · 2 papers*current*](https://ror.org/0569mkk41) · [🏢**Tencent** Shenzhen · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/tencent/) · [🎓**New Jersey Institute of Technology** Newark · United States 1992–2025 · 27 papers](https://md.research.elamur.ai/free/en/universities/new-jersey-institute-of-technology/) · [🎓**Beihang University** Beijing · China 1997–2022 · 9 papers](https://md.research.elamur.ai/free/en/universities/beihang-university/) · [🎓**Nanjing University of Science and Technology** Nanjing · China 2019–2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-science-and-technology/) · [🎓**Tohoku University** Sendai · Japan 2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/tohoku-university/) · [🎓**Zhejiang A & F University** Lin’an Shi · China 2025 · 3 papers](https://ror.org/02vj4rn06) · [🎓**Tongji University** Shanghai · China 2012–2014 · 3 papers](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**Shanghai Ocean University** Shanghai · China 2024–2025 · 2 papers](https://ror.org/04n40zv07) · [🎓**University of Hong Kong** Pok Fu Lam · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-hong-kong/) 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 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 Topics 2 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/meng-zhou/year/2026/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/meng-zhou/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[MedDialog: Large-scale Medical Dialogue Datasets](https://md.research.elamur.ai/free/en/papers/zeng-2020-meddialog-large-scale-medical-dialogue/)** *(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](https://md.research.elamur.ai/free/en/papers/ye-2026-muldimif-multi-dimensional-constraint-framework/)** *(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. - [Caishuang Huang](https://md.research.elamur.ai/free/en/authors/caishuang-huang/) - [Guangtao Zeng](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/) - [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/) - [Junjie Ye](https://md.research.elamur.ai/free/en/authors/junjie-ye/) - [Peng Wang](https://md.research.elamur.ai/free/en/authors/peng-wang/) - [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) - [Ruoyu Zhang](https://md.research.elamur.ai/free/en/authors/ruoyu-zhang/) - [Tao Gui](https://md.research.elamur.ai/free/en/authors/tao-gui/) - [Wenmian Yang](https://md.research.elamur.ai/free/en/authors/wenmian-yang/) - [Yilong Wu](https://md.research.elamur.ai/free/en/authors/yilong-wu/) - [Yue Yang](https://md.research.elamur.ai/free/en/authors/yue-yang/) - [Zeqian Ju](https://md.research.elamur.ai/free/en/authors/zeqian-ju/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## 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 →](https://md.research.elamur.ai/free/en/authors/meng-zhou/cited-by/). Updated 1 November 2026