--- title: "Zhunchen Luo — author profile and papers — Elamur Research" description: "Zhunchen Luo, PLA Academy of Military Science: 3 papers on Elamur Research (2018–2026), h-index 0 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/zhunchen-luo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhunchen-luo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhunchen Luo # Zhunchen Luo Zhunchen Luo has 3 papers in our library, in 2018–2026, most of them on [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Guotong Geng](https://md.research.elamur.ai/free/en/authors/guotong-geng/), [Wenpeng Hu](https://md.research.elamur.ai/free/en/authors/wenpeng-hu/), [Heyan Huang](https://md.research.elamur.ai/free/en/authors/heyan-huang/). 3 papers in our library · 2018–2026 [OpenAlex](https://openalex.org/A5139761713) · [**h-index 0**](https://openalex.org/authors/A5139761713) · [3 works](https://openalex.org/works?filter=author.id:A5139761713) · [0 citations](https://openalex.org/works?filter=author.id:A5139761713&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/#papers) · [🔗 Cited 113 times in our library](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3803](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3803) 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=Zhunchen+Luo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhunchen+Luo) · [dblp](https://dblp.org/search?q=Zhunchen+Luo) · [ACL Anthology](https://aclanthology.org/search/?q=Zhunchen+Luo) ## Affiliations [🔬**PLA Academy of Military Science** Beijing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/labs/pla-academy-of-military-science/) 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 8 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [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/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Legal AI · 1 work](https://md.research.elamur.ai/free/en/topics/legal-ai/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/year/2026/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation](https://md.research.elamur.ai/free/en/papers/liu-2018-jointly-multiple-events-extraction-attention/)** *(2018 · 509 citations)* Single sentences often contain several events, for example an Attack together with a Die, and these events influence how each other should be read. 2. **[IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking](https://md.research.elamur.ai/free/en/papers/sun-2026-is-cot-breaking-long-form/)** *(2026 · 1 citation)* The paper tackles a weakness of LLMs in open-ended long-form writing: once the requested length goes beyond roughly 2,000 words, both quality and adherence to the target length drop sharply. 3. **[When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval](https://md.research.elamur.ai/free/en/papers/tao-2026-when-rules-learn-self-evolving/)** *(2026)* Lexical retrieval with BM25 remains surprisingly strong for Chinese legal case retrieval. On LeCaRD-v2, it beats both general and legal-domain dense embedders. The authors therefore improve BM25 instead of replacing it. Their approach rewrites queries with an LLM that follows explicit, human-readable rewriting rules. ## All works 4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation](https://md.research.elamur.ai/free/en/papers/liu-2018-jointly-multiple-events-extraction-attention/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xiao Liu, Zhunchen Luo, Heyan Huang*2018 · 509 citations* 2. **[IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking](https://md.research.elamur.ai/free/en/papers/sun-2026-is-cot-breaking-long-form/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zechen Sun, Yuyang Sun, Zecheng Tang, et al.*2026 · 1 citation* 3. **[When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval](https://md.research.elamur.ai/free/en/papers/tao-2026-when-rules-learn-self-evolving/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Mingxu Tao, Jiawei Hu, Xian Zhou, et al.*2026* 4. **[DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ↗](https://aclanthology.org/2026.acl-long.660/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Bo Zhang et al.*2026* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Guotong Geng](https://md.research.elamur.ai/free/en/authors/guotong-geng/) ×2 - [Wenpeng Hu](https://md.research.elamur.ai/free/en/authors/wenpeng-hu/) ×2 - [Heyan Huang](https://md.research.elamur.ai/free/en/authors/heyan-huang/) - [Juntao Li](https://md.research.elamur.ai/free/en/authors/juntao-li/) - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) - [Mingxu Tao](https://md.research.elamur.ai/free/en/authors/mingxu-tao/) - [Wenliang Chen](https://md.research.elamur.ai/free/en/authors/wenliang-chen/) - [Xiao Liu](https://md.research.elamur.ai/free/en/authors/xiao-liu/) - [Yunbo Cao](https://md.research.elamur.ai/free/en/authors/yunbo-cao/) - [Yuyang Sun](https://md.research.elamur.ai/free/en/authors/yuyang-sun/) - [Zechen Sun](https://md.research.elamur.ai/free/en/authors/zechen-sun/) - [Zecheng Tang](https://md.research.elamur.ai/free/en/authors/zecheng-tang/) ## 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/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/) - [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 113 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/cited-by/). Updated 1 November 2026