--- title: "Lu Pan · Stanford University — author profile and papers" description: "Lu Pan, Stanford University: 2 papers on Elamur Research (2020–2026), h-index 1 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/lu-pan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lu-pan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lu Pan # Lu Pan Lu Pan has 2 papers in our library, in 2020–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Binbin Zheng](https://md.research.elamur.ai/free/en/authors/binbin-zheng/), [Ke Zeng](https://md.research.elamur.ai/free/en/authors/ke-zeng/), [Quan Wang](https://md.research.elamur.ai/free/en/authors/quan-wang/). 2 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5139852782) · [**h-index 1**](https://openalex.org/authors/A5139852782) · [4 works](https://openalex.org/works?filter=author.id:A5139852782) · [5 citations](https://openalex.org/works?filter=author.id:A5139852782&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/lu-pan/#papers) · [🔗 Cited 84 times in our library](https://md.research.elamur.ai/free/en/authors/lu-pan/cited-by/) · [⭐ Paper Stars ranking: #5253](https://md.research.elamur.ai/free/en/paper-stars/page/53/#star-5253) 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=Lu+Pan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lu+Pan) · [dblp](https://dblp.org/search?q=Lu+Pan) · [ACL Anthology](https://aclanthology.org/search/?q=Lu+Pan) ## Affiliations [🎓**Stanford University** Stanford · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/stanford-university/) 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 5 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/) 🧭 Topics 4 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/lu-pan/year/2026/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/lu-pan/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Event Extraction as Multi-turn Question Answering](https://md.research.elamur.ai/free/en/papers/li-2020-event-extraction-as-multi-turn/)** *(2020 · 250 citations)* The paper reframes event extraction (finding triggers, their event types, and role-labelled arguments) as a sequence of reading-comprehension questions instead of a classification task. 2. **[MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning](https://md.research.elamur.ai/free/en/papers/fu-2026-maspo-unifying-gradient-utilization-probability/)** *(2026 · 7 citations)* RLVR methods like GRPO inherit PPO-style hard clipping, which the authors argue is poorly suited to how LLMs learn reasoning. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Binbin Zheng](https://md.research.elamur.ai/free/en/authors/binbin-zheng/) - [Ke Zeng](https://md.research.elamur.ai/free/en/authors/ke-zeng/) - [Quan Wang](https://md.research.elamur.ai/free/en/authors/quan-wang/) - [Weihua Peng](https://md.research.elamur.ai/free/en/authors/weihua-peng/) - [Xunliang Cai](https://md.research.elamur.ai/free/en/authors/xunliang-cai/) - [Yajuan Lyu](https://md.research.elamur.ai/free/en/authors/yajuan-lyu/) ## 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/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2020](https://md.research.elamur.ai/free/en/venues/findings/2020/) ## Cited by Papers of our library cite their works 84 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lu-pan/cited-by/). Updated 31 October 2026