Jiahao Xu
Jiahao Xu has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Bias, fairness & safety; often with Tian Liang, Zhaopeng Tu, Dian Yu.
OpenAlex · ORCID · h-index 13 · 52 works · 516 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 243 times in our library · ⭐ Paper Stars ranking: #5086
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 workBias, fairness & safety · 1 work
Works by year
2020s
Papers
- Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs (2024 · 192 citations)
Reasoning models in the o1 family get better accuracy by writing very long chains of thought. This paper argues that much of that extra test-time compute is wasted. The authors call the waste "overthinking": after a model already has the right answer to a trivial question, it keeps producing new solution attempts.… - (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts (2025 · 71 citations)
Literary translation is still hard for MT systems. Novels rely on figurative language, cultural references and a distinctive authorial style, and these become harder to handle consistently across book-length documents. The authors present TRANSAGENTS, a framework in which LLM agents play the staff of a translation… - Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training (2025 · 19 citations)
Safety-tuning data for LLMs usually places refusal phrases ("Sorry", "I cannot") at the very start of the reply.
Co-authors here
- Tian Liang ×2
- Zhaopeng Tu ×2
- Dian Yu
- Gholamreza Haffari
- Jen-tse Huang
- Jianhui Pang
- Kaifu Zhang
- Linfeng Song
- Minghao Wu
- Pinjia He
- Qiuzhi Liu
- Rui Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2025
Cited by
Updated
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