Ethan Chern
Ethan Chern has 2 papers in our library, in 2024–2025, most of them on Reasoning; often with Pengfei Liu, Shijie Xia, Steffi Chern.
OpenAlex · h-index 4 · 16 works · 31 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 414 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #5546
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksApplied Mathematics · 1 workMathematics · 1 workSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 workSociology and Political Science · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- LIMO: Less is More for Reasoning (2025 · 209 citations)
This paper challenges the common belief that LLMs need hundreds of thousands of supervised examples to learn mathematical reasoning. - Halu-J: Critique-Based Hallucination Judge (2024 · 8 citations)
LLMs often produce factually wrong statements. Retrieval-based detectors usually reduce the check to a bare label. They give little justification, can be thrown off by off-topic retrieved passages, and weigh all evidence equally. Halu-J addresses this with an open judge model of 7 billion parameters. Given a claim…
All works
- LIMO: Less is More for ReasoningarXiv:2502.03387Yixin Ye, Zhen Huang, Yang Xiao, et al.2025 · 209 citations
- Alignment for Honesty ↗arXiv:2312.07000 · no summary yetYuqing Yang et al.2023 · 90 citations
- O1 Replication Journey — Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? ↗arXiv:2411.16489 · no summary yetZhen Huang et al.2024 · 58 citations
- OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI ↗arXiv:2406.12753 · no summary yetZhen Huang et al.2024 · 56 citations
- Can Large Language Models be Trusted for Evaluation? Scalable Meta-Evaluation of LLMs as Evaluators via Agent Debate ↗arXiv (Cornell University) · no summary yetSteffi Chern et al.2024 · 17 citations
- Halu-J: Critique-Based Hallucination JudgearXiv:2407.12943Binjie Wang, Steffi Chern, Ethan Chern, et al.2024 · 8 citations
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