--- title: "Yiran Hu · University of Waterloo — author profile and papers" description: "Yiran Hu, University of Waterloo: 2 papers on Elamur Research (2024–2025), h-index 6 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/yiran-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yiran-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yiran Hu # Yiran Hu Yiran Hu has 2 papers in our library, in 2024–2025, most of them on [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/); often with [Qingyao Ai](https://md.research.elamur.ai/free/en/authors/qingyao-ai/), [Yiqun Liu](https://md.research.elamur.ai/free/en/authors/yiqun-liu/), [Haitao Li](https://md.research.elamur.ai/free/en/authors/haitao-li/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5032865020) · [ORCID](https://orcid.org/0009-0003-7986-3692) · [Wikidata](https://www.wikidata.org/wiki/Q130892960) · [**h-index 6**](https://openalex.org/authors/A5032865020) · [15 works](https://openalex.org/works?filter=author.id:A5032865020) · [122 citations](https://openalex.org/works?filter=author.id:A5032865020&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yiran-hu/#papers) · [🔗 Cited 107 times in our library](https://md.research.elamur.ai/free/en/authors/yiran-hu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4825](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4825) 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=Yiran+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yiran+Hu) · [dblp](https://dblp.org/search?q=Yiran+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Yiran+Hu) ## Affiliations [🎓**Tsinghua University** Beijing · China 2023–2025 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**University of Waterloo** Waterloo · Canada 2024–2025 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-waterloo/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Law · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/law/) · [Political Science and International Relations · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) 🧭 Topics 1 Research subjects and languages the work is about.[Legal AI · 1 work](https://md.research.elamur.ai/free/en/topics/legal-ai/) ## Works by year ### 2020s [**2025** 1 paper Yiran Hu's papers of 2025](https://md.research.elamur.ai/free/en/papers/li-2025-legalagentbench-evaluating-llm-agents-legal/) · [**2024** 1 paper Yiran Hu's papers of 2024](https://md.research.elamur.ai/free/en/papers/su-2024-unsupervised-real-time-hallucination-detection/) ## Papers The most cited first (OpenAlex and our library). 1. **[Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models](https://md.research.elamur.ai/free/en/papers/su-2024-unsupervised-real-time-hallucination-detection/)** *(2024 · 98 citations)* LLMs often produce fluent text that is factually wrong. Most detectors check that text only after generation is finished. They usually rely on another large model, which makes them slow and costly, and they cannot see how a particular model produced the error. The authors propose MIND, a framework that spots… 2. **[LegalAgentBench: Evaluating LLM Agents in Legal Domain](https://md.research.elamur.ai/free/en/papers/li-2025-legalagentbench-evaluating-llm-agents-legal/)** *(2025 · 60 citations)* LegalAgentBench addresses a gap in agent evaluation. General benchmarks such as AgentBench and ToolBench offer little insight into specialized legal work, and existing legal datasets mostly cover simple tasks like case retrieval or judgment prediction. The authors built a benchmark for LLM agents in the Chinese legal… ## All works 4 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. **[Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models](https://md.research.elamur.ai/free/en/papers/su-2024-unsupervised-real-time-hallucination-detection/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Weihang Su, Changyue Wang, Qingyao Ai, et al.*2024 · 98 citations* 2. **[LegalAgentBench: Evaluating LLM Agents in Legal Domain](https://md.research.elamur.ai/free/en/papers/li-2025-legalagentbench-evaluating-llm-agents-legal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haitao Li, Junjie Chen, Jingli Yang, et al.*2025 · 60 citations* 3. **[JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System ↗](https://arxiv.org/abs/2503.14258) arXiv:2503.14258 · no summary yet**Weihang Su et al.*2025 · 22 citations* 4. **[JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference ↗](https://arxiv.org/abs/2509.12104) arXiv:2509.12104 · no summary yet**Zongyue Xue et al.*2025 · 1 citation* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Qingyao Ai](https://md.research.elamur.ai/free/en/authors/qingyao-ai/) ×2 - [Yiqun Liu](https://md.research.elamur.ai/free/en/authors/yiqun-liu/) ×2 - [Haitao Li](https://md.research.elamur.ai/free/en/authors/haitao-li/) - [Junjie Chen](https://md.research.elamur.ai/free/en/authors/junjie-chen/) - [Weihang Su](https://md.research.elamur.ai/free/en/authors/weihang-su/) - [Yujia Zhou](https://md.research.elamur.ai/free/en/authors/yujia-zhou/) - [Zhijing Wu](https://md.research.elamur.ai/free/en/authors/zhijing-wu/) ## 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/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) ## Cited by Papers of our library cite their works 107 times (of the 141,840 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yiran-hu/cited-by/). Updated 24 October 2026