Shi Yu
Shi Yu has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Shuo Wang, Yukun Yan, Zhenghao Liu.
OpenAlex · ORCID · Wikidata · h-index 33 · 402 works · 4,959 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #8246
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework (2025 · 34 citations)
Testing RAG systems in specialised fields such as law, finance or medicine is hard. Building expert-annotated, domain-specific test sets is expensive and raises privacy issues, and lexical metrics like BLEU or ROUGE-L judge long answers poorly. RAGEval addresses this by generating evaluation data automatically.… - ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling (2026 · 2 citations)
LLMs often struggle to use retrieved external knowledge reliably. Noisy, incomplete or unfamiliar evidence can produce inconsistent answers and hallucinations. ThinkNote addresses this by treating the model as an active builder of knowledge rather than a passive reader of context, drawing on constructivist learning…
Co-authors here
- Shuo Wang ×2
- Yukun Yan ×2
- Zhenghao Liu ×2
- Zhiyuan Liu ×2
- Chaojun Xiao
- Chenyan Xiong
- Dingling Xu
- Ge Yu
- Kunlun Zhu
- Nan Zhang
- Ruobing Wang
- Xu Han
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/shi-yu/