Kunpeng Liu
Kunpeng Liu has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning; often with Jinghan Zhang, Dongjie Wang, Fengran Mo.
OpenAlex · ORCID · h-index 21 · 151 works · 1,615 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 8 times in our library · ⭐ Paper Stars ranking: #9090
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Diversity-oriented Data Augmentation with Large Language Models (2025 · 17 citations)
Most text data augmentation methods add more training examples but do not check whether the new examples make the dataset more varied. - Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer (2026 · 3 citations)
Tree-like and multi-chain prompting methods such as ToT usually refine or extend reasoning paths the model has already produced.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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