Long Yuan
Long Yuan has 2 papers in our library, in 2026, most of them on Summarization, Low-resource languages, Reasoning; often with Jinan Xu, Rui Qi.
OpenAlex · ORCID · h-index 18 · 83 works · 931 citations OpenAlex, 2026-10-14
Affiliations
🎓Wuhan University of TechnologyWuhan ·
China2024–2026 · 11 papers🎓Nanjing University of Science and TechnologyNanjing ·
China2019–2025 · 40 papers🎓UNSW SydneySydney ·
Australia2016–2018 · 10 papers🎓Colorado State University PuebloPueblo ·
United States2009–2020 · 4 papers🎓University of Nebraska–LincolnLincoln ·
United States2003–2006 · 4 papers🎓Brunel University of LondonLondon ·
United Kingdom2020–2022 · 2 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Information retrieval & search · 1 workLow-resource languages · 1 workReasoning · 1 workSummarization · 1 work
Works by year
2020s
Papers
- Evidence-Augmented Generation Reasoning for Extremely Low-Resource Language Decipherment (2026)
The paper addresses Rosetta Stone-style puzzles from linguistic Olympiads. A model sees a few sentence pairs in an extremely low-resource or extinct language plus English and must infer grammar and vocabulary to translate new items, match words, or fill in forms. Plain few-shot or chain-of-thought prompting tends to… - HiGoE: Hierarchical Graph of Evidence to Enhance Retrieval-Augmented Generation for Long-context Summarization (2026)
Long documents strain LLMs in two ways: attention spreads too thin, and the models tend to invent content.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Workshop on Multilinguality in the Era of Large Language Models: Workshop on Multilinguality in the Era of Large Language Models 2026
Updated
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