Yi Gu
Yi Gu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining; often with Eric P. Xing, Jieping Ye, Kai Liu.
OpenAlex · h-index 4 · 10 works · 53 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 107 times in our library · ⭐ Paper Stars ranking: #7765
Affiliations
🎓Shanghai University of Engineering ScienceShanghai ·
China2023–2024 · 2 papers🎓Zhejiang UniversityHangzhou ·
China2024 · 1 paper🎓Fuzhou UniversityFuzhou ·
China2013–2014 · 2 papers🏢LearSouthfield ·
United States1999–2001 · 2 papers
Fields, topics and concepts
📚 Shelves 5The 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 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection (2024 · 108 citations)
Large language models sometimes give fluent but factually wrong answers. Detecting these hallucinations is a precondition for trusting deployed systems. Earlier detectors look either at token probabilities (perplexity, entropy) or at the decoded text, such as word overlap between sampled answers. Both approaches… - Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models (2026 · 1 citation)
Ranking the fast-growing population of LLMs is hard. Fixed-answer benchmarks such as MMLU saturate. Human-voted leaderboards like Chatbot Arena are slow and expensive. Using one strong model (e.g., GPT-4) as judge introduces that model's own biases. The authors propose Decentralized Arena (De-Arena), where every…
Co-authors here
- Eric P. Xing
- Jieping Ye
- Kai Liu
- Kun Zhou
- Shibo Hao
- Somanshu Singla
- Tianyang Liu
- Yue Wu
- Zhen Wang
- Zhengzhong Liu
Venues
Cited by
Updated
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