Liangyue Li
Liangyue Li has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning, Efficient models & compression; often with Zulong Chen, Chenglin Li, Defu Lian.
OpenAlex · ORCID · h-index 13 · 62 works · 631 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 11 times in our library · ⭐ Paper Stars ranking: #9809
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 workReasoning · 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… - 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.
Co-authors here
- Zulong Chen ×2
- Chenglin Li
- Defu Lian
- Enhong Chen
- Hang Lv
- Hao Wang
- Hongchao Gu
- Qianglong Chen
- Yicheng Li
- Yin Zhang
Venues
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