--- title: "Jiayu Li — author profile and papers · Evaluation & benchmarks" description: "Jiayu Li, University of North Carolina at Chapel Hill: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jiayu-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiayu-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiayu Li # Jiayu Li Jiayu Li has 2 papers in our library, in 2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/); often with [Mengnan Du](https://md.research.elamur.ai/free/en/authors/mengnan-du/), [Wei Cheng](https://md.research.elamur.ai/free/en/authors/wei-cheng/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139719141) · [**h-index 0**](https://openalex.org/authors/A5139719141) · [4 works](https://openalex.org/works?filter=author.id:A5139719141) · [0 citations](https://openalex.org/works?filter=author.id:A5139719141&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiayu-li/#papers) · 🔗 Cited 4 times in our library · [⭐ Paper Stars ranking: #10708](https://md.research.elamur.ai/free/en/paper-stars/page/108/#star-10708) 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=Jiayu+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiayu+Li) · [dblp](https://dblp.org/search?q=Jiayu+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Jiayu+Li) ## Affiliations [🏢**Huawei Technologies** Shenzhen · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) · [🎓**University of Chicago** Chicago · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-chicago/) · [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/) · [🎓**University of Washington** Seattle · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of Washington Tacoma** Tacoma · United States 2026 · 1 paper*current*](https://ror.org/05n8t2628) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 10 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/) · [Political Science and International Relations · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Human-Computer Interaction · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/human-computer-interaction/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 2 Research subjects and languages the work is about.[Legal AI · 1 work](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jiayu-li/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM Agents in Law: Taxonomy, Applications, and Challenges](https://md.research.elamur.ai/free/en/papers/liu-2026-llm-agents-law-taxonomy-applications/)** *(2026 · 4 citations)* This survey examines why general-purpose LLMs are not dependable enough for legal work and how agent-based systems try to close that gap. The authors sort the weaknesses of standalone models into three groups: 2. **[Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards](https://md.research.elamur.ai/free/en/papers/ni-2026-sign-language-datasets-scale-comprehensive/)** *(2026)* Automatic sign-language recognition (SLR), translation (SLT) and production (SLP) are limited less by modelling and more by data. ## Co-authors here 2 co-authors with a page, the most papers together first. - [Mengnan Du](https://md.research.elamur.ai/free/en/authors/mengnan-du/) - [Wei Cheng](https://md.research.elamur.ai/free/en/authors/wei-cheng/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 ## Cited by Papers of our library cite their works 4 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026