Jianhui Pang
Jianhui Pang has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Machine translation; often with Derek F. Wong, Dian Yu, Rui Wang.
OpenAlex · h-index 4 · 6 works · 64 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 255 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5766
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 worksMachine translation · 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.… - Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models (2025 · 65 citations)
The paper asks whether the six classic obstacles for neural MT identified by Koehn and Knowles (2017) still apply when translation is done by decoder-only LLMs. - Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models (2025 · 16 citations)
Large Reasoning Models such as OpenAI o1, DeepSeek R1 and QwQ solve hard math and coding problems by producing long chains of thought.
All works
- Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMsarXiv:2412.21187Xingyu Chen, Jiahao Xu, Tian Liang, et al.2024 · 192 citations
- Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Jianhui Pang, Fanghua Ye, Derek Fai Wong, et al.2025 · 65 citations
- Benchmarking and Improving Long-Text Translation with Large Language Models ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetLongyue Wang et al.2024 · 26 citations
- Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language ModelsarXiv:2503.24377Rui Wang, Hongru Wang, Boyang Xue, et al.2025 · 16 citations
Co-authors here
- Derek F. Wong ×2
- Dian Yu ×2
- Rui Wang ×2
- Zhaopeng Tu ×2
- Boyang Xue
- Fanghua Ye
- Guanhua Chen
- Heng Ji
- Hongru Wang
- Jiahao Xu
- Kam-Fai Wong
- Linfeng Song
Venues
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2025
- Findings of the Association for Computational Linguistics: ACL 2024
Cited by
Updated
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