--- title: "Ge Shi — author profile and papers · Information extraction" description: "Ge Shi, Beijing Institute of Technology: 3 papers on Elamur Research (2022–2026), h-index 0 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/ge-shi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ge-shi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ge Shi # Ge Shi Ge Shi has 3 papers in our library, in 2022–2026, most of them on [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/); often with [Bo Wang](https://md.research.elamur.ai/free/en/authors/bo-wang/), [Changsen Yuan](https://md.research.elamur.ai/free/en/authors/changsen-yuan/), [Chong Feng](https://md.research.elamur.ai/free/en/authors/chong-feng/). 3 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5129669274) · [**h-index 0**](https://openalex.org/authors/A5129669274) · [10 works](https://openalex.org/works?filter=author.id:A5129669274) · [0 citations](https://openalex.org/works?filter=author.id:A5129669274&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/ge-shi/#papers) · [🔗 Cited 49 times in our library](https://md.research.elamur.ai/free/en/authors/ge-shi/cited-by/) · [⭐ Paper Stars ranking: #7175](https://md.research.elamur.ai/free/en/paper-stars/page/72/#star-7175) 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=Ge+Shi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ge+Shi) · [dblp](https://dblp.org/search?q=Ge+Shi) · [ACL Anthology](https://aclanthology.org/search/?q=Ge+Shi) ## Affiliations [🎓**Beijing Institute of Technology** Beijing · China 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/beijing-institute-of-technology/) · [🎓**Beijing University of Technology** Beijing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/beijing-university-of-technology/) · [🎓**University of California, Davis** Davis · United States 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-davis/) 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 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 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/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Communication · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/communication/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Media Technology · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/media-technology/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 3 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/ge-shi/year/2026/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/ge-shi/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Dynamic Prefix-Tuning for Generative Template-based Event Extraction](https://md.research.elamur.ai/free/en/papers/liu-2022-dynamic-prefix-tuning-generative-template/)** *(2022 · 145 citations)* Recent work treats event extraction as text generation: a pretrained encoder-decoder is prompted with a template and fills in triggers and arguments. 2. **[Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR](https://md.research.elamur.ai/free/en/papers/zhu-2026-beyond-atomic-characters-glyph-aware/)** *(2026)* OCR for low-resource scripts such as Tibetan, Mongolian and Vietnamese often fails on visually similar characters. 3. **[Simulating Crisis Cognition: A Computational Framework for Hypothesis Generation in Crisis Communication](https://md.research.elamur.ai/free/en/papers/yuan-2026-simulating-crisis-cognition-computational-framework/)** *(2026)* Testing crisis messages on people during real disasters is ethically impossible. The authors propose CRISIS COGNITION, which uses LLM agents as an in-silico laboratory for generating hypotheses about crisis communication strategies. They frame the interaction as a generative Structural Causal Model. The experimenter… ## Co-authors here 9 co-authors with a page, the most papers together first. - [Bo Wang](https://md.research.elamur.ai/free/en/authors/bo-wang/) - [Changsen Yuan](https://md.research.elamur.ai/free/en/authors/changsen-yuan/) - [Chong Feng](https://md.research.elamur.ai/free/en/authors/chong-feng/) - [Heyan Huang](https://md.research.elamur.ai/free/en/authors/heyan-huang/) - [Jie Liu](https://md.research.elamur.ai/free/en/authors/jie-liu/) - [Jiu Sha](https://md.research.elamur.ai/free/en/authors/jiu-sha/) - [Mengxiao Zhu](https://md.research.elamur.ai/free/en/authors/mengxiao-zhu/) - [Xiao Liu](https://md.research.elamur.ai/free/en/authors/xiao-liu/) - [Yanghao Zhou](https://md.research.elamur.ai/free/en/authors/yanghao-zhou/) ## 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/), [ACL 2022](https://md.research.elamur.ai/free/en/venues/acl/2022/) - [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 49 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ge-shi/cited-by/). Updated 2 November 2026