Qian Dong
Qian Dong has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining; often with Haitao Li, Junjie Chen, Qingyao Ai.
OpenAlex · ORCID · h-index 9 · 51 works · 539 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 174 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5604
Affiliations
Fields, topics and concepts
📚 Shelves 7The 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 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods (2024 · 195 citations)
Open-ended LLM output is hard to evaluate. N-gram metrics such as BLEU and ROUGE miss qualities like fluency, coherence and creativity. Human annotation captures them but is slow and costly at scale. This survey by Li et al. reviews the growing practice of using LLMs themselves as evaluators, called "LLMs-as-judges." - CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges (2025 · 15 citations)
LLM judges that compare two candidate answers often change their verdict when the answers are reordered or their labels (e.g., A/B) are swapped.
All works
- LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation MethodsarXiv:2412.05579Haitao Li, Qian Dong, Junjie Chen, et al.2024 · 195 citations
- CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-JudgesAnnual Meeting of the Association for Computational Linguistics (ACL)Haitao Li, Junjie Chen, Qingyao Ai, et al.2025 · 15 citations
- LegalOne: A Family of Foundation Models for Reliable Legal Reasoning ↗arXiv:2602.00642 · no summary yetHaitao Li et al.2026 · 6 citations
Co-authors here
- Haitao Li ×2
- Junjie Chen ×2
- Qingyao Ai ×2
- Yiqun Liu ×2
- Yujia Zhou ×2
- Ziyi Ye
Venues
Cited by
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