Chengpeng Li
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (12) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ACL (2)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
large language model
(2)
multi-task learning
(1)
transfer learning
(1)
mathematical reasoning
(1)
data augmentation
(1)
parameter efficient fine-tuning
(1)
tool use
(1)
supervised fine-tuning
(1)
reasoning model
(1)
rejection sampling
(1)
data composition
(1)
chain of thought
(1)
ability learning
(1)
reasoning path
(1)
large reasoning model
(1)
math reasoning
(1)
reasoning efficiency
(1)
hint-based learning
(1)
computational tool
(1)
hint inference
(1)
Papers
START: Self-taught Reasoner with Tools
EMNLP 2025
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
ICLR 2025
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
ACL 2024