Zulong Chen
Zulong Chen has 3 papers in our library, in 2023–2026, most of them on Reasoning, Language models & pretraining, Efficient models & compression; often with Liangyue Li, Chenglin Li, Defu Lian.
OpenAlex · ORCID · Wikidata · h-index 9 · 58 works · 359 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 14 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #9523
Affiliations
Fields, topics and concepts
📚 Shelves 6The 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 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksEfficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Mixed Distillation Helps Smaller Language Model Better Reasoning (2023 · 11 citations)
Large language models reason well but are expensive to run. Earlier work on distilling reasoning into compact models mostly transfers only natural-language Chain of Thought (CoT). This paper argues that Program of Thought (PoT), where the model writes executable Python, is a valuable extra training signal. The… - Long-Chain Reasoning Distillation via Adaptive Prefix Alignment (2026 · 3 citations)
Small student models often learn poorly from the long, reflective chain-of-thought traces that reasoning models such as DeepSeek-R1 produce. - Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability Calibration (2026)
Generative listwise rerankers built on LLMs suffer from position bias: their output depends on where a document sits in the prompt, not only on its relevance.
All works
- Mixed Distillation Helps Smaller Language Model Better ReasoningarXiv:2312.10730Chenglin Li, Qianglong Chen, Liangyue Li, et al.2023 · 11 citations
- Long-Chain Reasoning Distillation via Adaptive Prefix AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Zhenghao Liu, Zhuoyang Wu, Xinze Li, et al.2026 · 3 citations
- Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability CalibrationAnnual Meeting of the Association for Computational Linguistics (ACL)Hang Lv, Hongchao Gu, Ruiqing Yang, et al.2026
- Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYuqi Xiong et al.2026
Co-authors here
- Liangyue Li ×2
- Chenglin Li
- Defu Lian
- Enhong Chen
- Ge Yu
- Hang Lv
- Hao Wang
- Hongchao Gu
- Maosong Sun
- Qianglong Chen
- Shuo Wang
- Xinze Li
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Findings of the Association for Computational Linguistics: ACL 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/zulong-chen/