--- title: "Xunjian Yin — author profile and papers — Elamur Research" description: "Xunjian Yin, University of California, Santa Barbara: 2 papers on Elamur Research (2025), h-index 5 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/xunjian-yin/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xunjian-yin/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xunjian Yin # Xunjian Yin Xunjian Yin has 2 papers in our library, in 2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/), [Mark Gerstein](https://md.research.elamur.ai/free/en/authors/mark-gerstein/), [Muyang Ye](https://md.research.elamur.ai/free/en/authors/muyang-ye/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5045920162) · [ORCID](https://orcid.org/0000-0002-2742-2225) · [**h-index 5**](https://openalex.org/authors/A5045920162) · [28 works](https://openalex.org/works?filter=author.id:A5045920162) · [183 citations](https://openalex.org/works?filter=author.id:A5045920162&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xunjian-yin/#papers) · [🔗 Cited 165 times in our library](https://md.research.elamur.ai/free/en/authors/xunjian-yin/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5990](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5990) 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=Xunjian+Yin) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xunjian+Yin) · [dblp](https://dblp.org/search?q=Xunjian+Yin) · [ACL Anthology](https://aclanthology.org/search/?q=Xunjian+Yin) ## Affiliations [🎓**Peking University** Beijing · China 2022–2026 · 18 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Duke University** Durham · United States 2026 · 4 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/duke-university/) · [🎓**University of California, Santa Barbara** Santa Barbara · United States 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/xunjian-yin/year/2025/) ## 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. **[ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning](https://md.research.elamur.ai/free/en/papers/tang-2025-chemagent-self-updating-library-large/)** *(2025 · 15 citations)* Large language models often fail at multi-step chemistry problems. They misuse domain formulas, choose wrong constants or units, and make arithmetic slips that carry through later steps. They also write faulty Python for calculations. Earlier fixes such as StructChem prompting or self-reflection rely on fixed… ## All works 5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[LLM-based NLG Evaluation: Current Status and Challenges](https://md.research.elamur.ai/free/en/papers/gao-2025-llm-based-nlg-evaluation-current/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Mingqi Gao, Xinyu Hu, Xunjian Yin, et al.*2025 · 153 citations* 2. **[Human-like Summarization Evaluation with ChatGPT ↗](https://arxiv.org/abs/2304.02554) arXiv:2304.02554 · no summary yet**Mingqi Gao et al.*2023 · 128 citations* 3. [**ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning arXiv:2501.06590**Xiangru Tang, Tianyu Hu, Muyang Ye, et al.*2025 · 15 citations*](https://md.research.elamur.ai/free/en/papers/tang-2025-chemagent-self-updating-library-large/) 4. **[Exploring Context-Aware Evaluation Metrics for Machine Translation ↗](https://aclanthology.org/2023.findings-emnlp.1021/) Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yet**Xinyu Hu, Xunjian Yin, Xiaojun Wan*2023 · 4 citations* 5. **[LEDOM: Reverse Language Model ↗](https://aclanthology.org/2026.acl-long.975/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xunjian Yin et al.*2026* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/) - [Mark Gerstein](https://md.research.elamur.ai/free/en/authors/mark-gerstein/) - [Muyang Ye](https://md.research.elamur.ai/free/en/authors/muyang-ye/) - [Pan Lu](https://md.research.elamur.ai/free/en/authors/pan-lu/) - [Wangchunshu Zhou](https://md.research.elamur.ai/free/en/authors/wangchunshu-zhou/) - [Xiangru Tang](https://md.research.elamur.ai/free/en/authors/xiangru-tang/) - [Xiao Pu](https://md.research.elamur.ai/free/en/authors/xiao-pu/) - [Xiaojun Wan](https://md.research.elamur.ai/free/en/authors/xiaojun-wan/) - [Xinyu Hu](https://md.research.elamur.ai/free/en/authors/xinyu-hu/) - [Yanjun Shao](https://md.research.elamur.ai/free/en/authors/yanjun-shao/) - [Yilun Zhao](https://md.research.elamur.ai/free/en/authors/yilun-zhao/) - [Zhuosheng Zhang](https://md.research.elamur.ai/free/en/authors/zhuosheng-zhang/) ## 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: EMNLP 2023 - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 165 times (of the 149,439 papers whose bibliographies we read); [32 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xunjian-yin/cited-by/). Updated 1 November 2026