Lang Cao
Lang Cao has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Hanbing Liu, Dongmei Zhang, Haoyu Dong.
OpenAlex · ORCID · h-index 10 · 29 works · 374 citations OpenAlex, 2026-10-14
Affiliations
🎓The University of TokyoTokyo ·
Japan2009–2026 · 10 papers🎓Zhengzhou UniversityZhengzhou ·
China2016–2020 · 5 papers🎓Fudan UniversityShanghai ·
China2013–2014 · 4 papers🎓Shanghai Jiao Tong UniversityShanghai ·
China2006–2008 · 4 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning (2026 · 1 citation)
Reasoning LLMs often generate chains of thought much longer than they need to be. Earlier RL methods for shortening them apply length penalties uniformly across tokens, which can hurt answer correctness. This paper treats the problem at the token level. It notes that a large share of CoT tokens barely influence the… - RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World (2026)
LLMs learn facts at pretraining time, so they fall out of date as the world changes. They may also mix up older and newer states of the same fact, which the authors call continuous knowledge drift. Continual finetuning, knowledge editing and RAG have rarely been tested on realistic, chronologically ordered streams of…
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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