Chenyang Gu
Chenyang Gu has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Guoxiu He, Jiacheng Yao, Jinquan Zheng.
OpenAlex · h-index 0 · 6 works · 0 citations OpenAlex, 2026-10-14
Affiliations
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 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- From Isolated Scoring to Collaborative Ranking: A Comparison-Native Framework for LLM-Based Paper Evaluation (2026)
LLM-based paper assessment usually gives each manuscript an absolute score on its own. Because rating scales differ between venues, years and review criteria, models trained this way tend to learn venue-specific conventions rather than general judgment of quality. The authors propose CNPE, a framework that treats… - Mitigating Selection Bias in Large Language Models via Permutation-Aware GRPO (2026)
LLMs that answer multiple-choice questions or act as pairwise judges often show selection bias. Their choice shifts when only option order (position bias) or option identifiers such as "A" (label bias) change, while the content stays the same. Calibration at inference time adds cost and does not fix the model's…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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