--- title: "Mingqi Gao · Peking University — author profile and papers" description: "Mingqi Gao, Peking University: 3 papers on Elamur Research (2023–2026), h-index 14 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/mingqi-gao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mingqi-gao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mingqi Gao # Mingqi Gao Mingqi Gao has 3 papers in our library, in 2023–2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/), [Jie Ruan](https://md.research.elamur.ai/free/en/authors/jie-ruan/), [Xinyu Hu](https://md.research.elamur.ai/free/en/authors/xinyu-hu/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5048649183) · [ORCID](https://orcid.org/0000-0002-8688-8228) · [**h-index 14**](https://openalex.org/authors/A5048649183) · [68 works](https://openalex.org/works?filter=author.id:A5048649183) · [817 citations](https://openalex.org/works?filter=author.id:A5048649183&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/mingqi-gao/#papers) · [🔗 Cited 151 times in our library](https://md.research.elamur.ai/free/en/authors/mingqi-gao/cited-by/) · [⭐ Paper Stars ranking: #5711](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5711) 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=Mingqi+Gao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mingqi+Gao) · [dblp](https://dblp.org/search?q=Mingqi+Gao) · [ACL Anthology](https://aclanthology.org/search/?q=Mingqi+Gao) ## Affiliations [🎓**Peking University** Beijing · China 2022–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Southern University of Science and Technology** Shenzhen · China 2022–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/southern-university-of-science-and-technology/) · [🎓**University of Sheffield** Sheffield · United Kingdom 2025–2026 · 4 papersEmployment since 2025 · Research Associate, School of Computer Science*current*](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/) · [🎓**Chongqing University** Chongqing · China 2014–2019 · 14 papersEducation 2014–2017 · College of Computer Science](https://md.research.elamur.ai/free/en/universities/chongqing-university/) · [🎓**University of Warwick** Coventry · United Kingdom 2019–2024 · 8 papersEducation 2019–2024 · Warwick Manufacturing Group](https://md.research.elamur.ai/free/en/universities/university-of-warwick/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/mingqi-gao/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/mingqi-gao/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/mingqi-gao/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM-based NLG Evaluation: Current Status and Challenges](https://md.research.elamur.ai/free/en/papers/gao-2025-llm-based-nlg-evaluation-current/)** *(2025 · 153 citations)* Judging natural language generation is difficult because a good output has no single correct form and must satisfy several quality criteria at once. 2. **[Human-like Summarization Evaluation with ChatGPT](https://md.research.elamur.ai/free/en/papers/gao-2023-human-like-summarization-evaluation-chatgpt/)** *(2023 · 128 citations)* Automatic metrics for text summarization, such as ROUGE and embedding-based scores, often disagree with human judgment and offer little interpretability. 3. **[Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text](https://md.research.elamur.ai/free/en/papers/zhang-2026-minos-multimodal-evaluation-model-bidirectional/)** *(2026)* Automatic judging of multimodal outputs is still unreliable. Classic metrics often disagree with human ratings, need references, or only work for one task. Existing MLLM-based judges such as LLaVA-Critic and UnifiedReward train on large but loosely filtered data and do not handle both image-to-text (I2T) and… ## Co-authors here 11 co-authors with a page, the most papers together first. - [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/) ×3 - [Jie Ruan](https://md.research.elamur.ai/free/en/authors/jie-ruan/) ×2 - [Xinyu Hu](https://md.research.elamur.ai/free/en/authors/xinyu-hu/) ×2 - [Xunjian Yin](https://md.research.elamur.ai/free/en/authors/xunjian-yin/) ×2 - [Huixuan Zhang](https://md.research.elamur.ai/free/en/authors/huixuan-zhang/) - [Junzhe Zhang](https://md.research.elamur.ai/free/en/authors/junzhe-zhang/) - [Li Lin](https://md.research.elamur.ai/free/en/authors/li-lin/) - [Renliang Sun](https://md.research.elamur.ai/free/en/authors/renliang-sun/) - [Shi Qiu](https://md.research.elamur.ai/free/en/authors/shi-qiu/) - [Shiping Yang](https://md.research.elamur.ai/free/en/authors/shiping-yang/) - [Xiao Pu](https://md.research.elamur.ai/free/en/authors/xiao-pu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/): [Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/cl/2025/) - [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 151 times (of the 149,439 papers whose bibliographies we read); [34 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mingqi-gao/cited-by/). Updated 2 November 2026