--- title: "Jiao Sun — author profile and papers — Elamur Research" description: "Jiao Sun, Ningxia Academy of Agriculture and Forestry Sciences: 2 papers on Elamur Research (2023–2024), h-index 14 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/jiao-sun/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiao-sun/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiao Sun # Jiao Sun Jiao Sun has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Abhinav Rastogi](https://md.research.elamur.ai/free/en/authors/abhinav-rastogi/), [Aparna Garimella](https://md.research.elamur.ai/free/en/authors/aparna-garimella/), [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5100886438) · [ORCID](https://orcid.org/0009-0006-4570-0221) · [**h-index 14**](https://openalex.org/authors/A5100886438) · [75 works](https://openalex.org/works?filter=author.id:A5100886438) · [745 citations](https://openalex.org/works?filter=author.id:A5100886438&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiao-sun/#papers) · [🔗 Cited 258 times in our library](https://md.research.elamur.ai/free/en/authors/jiao-sun/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3869](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3869) 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=Jiao+Sun) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiao+Sun) · [dblp](https://dblp.org/search?q=Jiao+Sun) · [ACL Anthology](https://aclanthology.org/search/?q=Jiao+Sun) ## Affiliations [🏛️**Ningxia Academy of Agriculture and Forestry Sciences** Yinchuan · China 2016–2026 · 3 papers*current*](https://ror.org/019dkz313) · [🎓**University of Southern California** Los Angeles · United States 2021–2023 · 15 papers](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🏥**St. Jude Children's Research Hospital** Memphis · United States 2024–2025 · 6 papers](https://ror.org/02r3e0967) · [🎓**Tianjin Medical University** Tianjin · China 2022–2024 · 5 papers](https://ror.org/02mh8wx89) · [🏥**Tianjin Medical University Cancer Institute and Hospital** Tianjin · China 2022–2024 · 5 papers](https://ror.org/0152hn881) · [🏥**Zhejiang Cancer Hospital** Hangzhou · China 2022–2023 · 4 papers](https://ror.org/0144s0951) · [🎓**Peking University** Beijing · China 2023–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2023 · 2 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**National University of Defense Technology** Changsha · China 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/national-university-of-defense-technology/) · [🎓**North China Electric Power University** Beijing · China 2022 · 2 papers](https://ror.org/04qr5t414) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 8 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/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Applied Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/applied-mathematics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2024** 1 paper Improve Mathematical Reasoning in Language Models by Automated Process Supervision](https://md.research.elamur.ai/free/en/papers/luo-2024-improve-mathematical-reasoning-language-models/) · [**2023** 1 paper “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/) ## Papers The most cited first (OpenAlex and our library). 1. **[“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/)** *(2023 · 206 citations)* The paper asks whether large language models carry gender stereotypes into a sensitive real-world task: drafting recommendation letters that users may submit with little or no editing. 2. **[Improve Mathematical Reasoning in Language Models by Automated Process Supervision](https://md.research.elamur.ai/free/en/papers/luo-2024-improve-mathematical-reasoning-language-models/)** *(2024 · 163 citations)* Process Reward Models (PRMs) score each intermediate step of a solution. On multi-step math they help LLMs more than verifiers that judge only the final answer. The catch is the step-level labels PRMs need. Until now these came from paid human annotators or from brute-force Monte Carlo rollouts launched at every… ## All works 3 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. **[“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yixin Wan, George Pu, Jiao Sun, et al.*2023 · 206 citations* 2. **["Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters](https://arxiv.org/abs/2310.09219) arXiv:2310.09219 · original ↗ · no summary yet**Yixin Wan et al.*2023 · 168 citations* 3. [**Improve Mathematical Reasoning in Language Models by Automated Process Supervision arXiv:2406.06592**Liangchen Luo, Yinxiao Liu, Rosanne Liu, et al.*2024 · 163 citations*](https://md.research.elamur.ai/free/en/papers/luo-2024-improve-mathematical-reasoning-language-models/) ## Co-authors here 9 co-authors with a page, the most papers together first. - [Abhinav Rastogi](https://md.research.elamur.ai/free/en/authors/abhinav-rastogi/) - [Aparna Garimella](https://md.research.elamur.ai/free/en/authors/aparna-garimella/) - [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/) - [Lei Shu](https://md.research.elamur.ai/free/en/authors/lei-shu/) - [Nanyun Peng](https://md.research.elamur.ai/free/en/authors/nanyun-peng/) - [Rosanne Liu](https://md.research.elamur.ai/free/en/authors/rosanne-liu/) - [Yixin Wan](https://md.research.elamur.ai/free/en/authors/yixin-wan/) - [Yun Zhu](https://md.research.elamur.ai/free/en/authors/yun-zhu/) - [Yunxuan Li](https://md.research.elamur.ai/free/en/authors/yunxuan-li/) ## 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](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) ## Cited by Papers of our library cite their works 258 times (of the 141,840 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiao-sun/cited-by/). Updated 24 October 2026