--- title: "Guotong Geng — author profile and papers — Elamur Research" description: "Guotong Geng, Academy of Military Medical Sciences: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/guotong-geng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guotong-geng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guotong Geng # Guotong Geng Guotong Geng has 2 papers in our library, in 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 [Wenpeng Hu](https://md.research.elamur.ai/free/en/authors/wenpeng-hu/), [Zhunchen Luo](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/), [Juntao Li](https://md.research.elamur.ai/free/en/authors/juntao-li/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5070742322) · [ORCID](https://orcid.org/0009-0005-6009-3354) · [**h-index 1**](https://openalex.org/authors/A5070742322) · [30 works](https://openalex.org/works?filter=author.id:A5070742322) · [3 citations](https://openalex.org/works?filter=author.id:A5070742322&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/guotong-geng/#papers) · [🔗 Cited 1 time in our library](https://md.research.elamur.ai/free/en/authors/guotong-geng/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11518](https://md.research.elamur.ai/free/en/paper-stars/page/116/#star-11518) 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=Guotong+Geng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guotong+Geng) · [dblp](https://dblp.org/search?q=Guotong+Geng) · [ACL Anthology](https://aclanthology.org/search/?q=Guotong+Geng) ## Affiliations [🔬**PLA Academy of Military Science** Beijing · China 2022–2026 · 25 papers*current*](https://md.research.elamur.ai/free/en/labs/pla-academy-of-military-science/) · [🔬**Academy of Military Medical Sciences** Beijing · China 2026 · 1 paper*current*](https://ror.org/02bv3c993) 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 · 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/) · [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/guotong-geng/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[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. 2. **[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; 2 with a page here, the others link their original until we summarise them. 1. **[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* 2. **[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* 3. **[SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking ↗](https://aclanthology.org/2026.acl-long.2100/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yingjie Xue 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 10 co-authors with a page, the most papers together first. - [Wenpeng Hu](https://md.research.elamur.ai/free/en/authors/wenpeng-hu/) ×2 - [Zhunchen Luo](https://md.research.elamur.ai/free/en/authors/zhunchen-luo/) ×2 - [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/) - [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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [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 1 time (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/guotong-geng/cited-by/). Updated 1 November 2026