--- title: "Lei Shi · Newcastle University — author profile and papers" description: "Lei Shi, Newcastle University: 3 papers on Elamur Research (2004–2026), h-index 6 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/lei-shi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lei-shi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lei Shi # Lei Shi Lei Shi has 3 papers in our library, in 2004–2026, most of them on [Semantic role labeling](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/); often with [Chao Huang](https://md.research.elamur.ai/free/en/authors/chao-huang/), [Dawei Yin](https://md.research.elamur.ai/free/en/authors/dawei-yin/), [Jiabin Tang](https://md.research.elamur.ai/free/en/authors/jiabin-tang/). 3 papers in our library · 2004–2026 [OpenAlex](https://openalex.org/A5103324122) · [ORCID](https://orcid.org/0009-0008-8043-7224) · [**h-index 6**](https://openalex.org/authors/A5103324122) · [12 works](https://openalex.org/works?filter=author.id:A5103324122) · [467 citations](https://openalex.org/works?filter=author.id:A5103324122&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/lei-shi/#papers) · [🔗 Cited 94 times in our library](https://md.research.elamur.ai/free/en/authors/lei-shi/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5563](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5563) 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=Lei+Shi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lei+Shi) · [dblp](https://dblp.org/search?q=Lei+Shi) · [ACL Anthology](https://aclanthology.org/search/?q=Lei+Shi) ## Affiliations [🎓**Newcastle University** Newcastle upon Tyne · United Kingdom 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/newcastle-university/) · [🏢**Baidu** Beijing · China 2024–2025 · 4 papers](https://md.research.elamur.ai/free/en/companies/baidu/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 5 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/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Semantic role labeling · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/lei-shi/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/lei-shi/year/2023/) ### 2000s [**2004** 1 paper](https://md.research.elamur.ai/free/en/authors/lei-shi/year/2004/) ## Papers The most cited first (OpenAlex and our library). 1. **[GraphGPT: Graph Instruction Tuning for Large Language Models](https://md.research.elamur.ai/free/en/papers/tang-2023-graphgpt-graph-instruction-tuning-large/)** *(2023 · 268 citations)* Graph neural networks usually still need labels from the target task, even when pre-trained with self-supervised objectives such as contrastive (DGI, GCA) or generative (GraphMAE, S2GAE) learning. 2. **[Open Text Semantic Parsing Using FrameNet and WordNet](https://md.research.elamur.ai/free/en/papers/shi-2004-open-text-semantic-parsing-framenet/)** *(2004 · 30 citations)* The paper tackles a core weakness of syntax-based language understanding: one syntactic pattern can carry different meanings, and one meaning can surface in many syntactic forms. 3. **[GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR](https://md.research.elamur.ai/free/en/papers/zhang-2026-geora-geometry-aware-low-rank/)** *(2026)* Parameter-efficient fine-tuning methods are mostly designed for SFT, but RLVR changes model weights in a different way. ## 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. **[GraphGPT: Graph Instruction Tuning for Large Language Models](https://md.research.elamur.ai/free/en/papers/tang-2023-graphgpt-graph-instruction-tuning-large/) [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)**Jiabin Tang, Yuhao Yang, Wei Wei, et al.*2023 · 268 citations* 2. **[UrbanGPT: Spatio-Temporal Large Language Models ↗](https://doi.org/10.1145/3637528.3671578) ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · no summary yet**Zhonghang Li et al.*2024 · 189 citations* 3. **[Open Text Semantic Parsing Using FrameNet and WordNet](https://md.research.elamur.ai/free/en/papers/shi-2004-open-text-semantic-parsing-framenet/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Lei Shi, Rada Mihalcea*2004 · 30 citations* 4. **[GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR](https://md.research.elamur.ai/free/en/papers/zhang-2026-geora-geometry-aware-low-rank/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiaying Zhang, Lei Shi, Jiguo Li, et al.*2026* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Chao Huang](https://md.research.elamur.ai/free/en/authors/chao-huang/) - [Dawei Yin](https://md.research.elamur.ai/free/en/authors/dawei-yin/) - [Jiabin Tang](https://md.research.elamur.ai/free/en/authors/jiabin-tang/) - [Jinghua Hao](https://md.research.elamur.ai/free/en/authors/jinghua-hao/) - [Jiuchong Gao](https://md.research.elamur.ai/free/en/authors/jiuchong-gao/) - [Jun Xu](https://md.research.elamur.ai/free/en/authors/jun-xu/) - [Rada Mihalcea](https://md.research.elamur.ai/free/en/authors/rada-mihalcea/) - [Renqing He](https://md.research.elamur.ai/free/en/authors/renqing-he/) - [Wei Wei](https://md.research.elamur.ai/free/en/authors/wei-wei/) - [Yuhao Yang](https://md.research.elamur.ai/free/en/authors/yuhao-yang/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/): [SIGIR 2023](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2023/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2004](https://md.research.elamur.ai/free/en/venues/naacl/2004/) - ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) ## Cited by Papers of our library cite their works 94 times (of the 149,439 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lei-shi/cited-by/). Updated 2 November 2026