Chengpeng Li

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (1) ICLR (1)

Top co-authors

Guanting Dong (3) Keming Lu (3) Chang Zhou (3) Hongyi Yuan (2) Xiang Wang (2) Dayiheng Liu (2) Bowen Yu (2) Zheng Yuan (2) Jingren Zhou (2) Mingfeng Xue (2)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (3) Natural Language Processing (2) Resources & Methods (2) Deep Learning (1) Application Areas (1) Learning Types · Deep Learning (1)

Keywords

large language model (2) rejection sampling (2) supervised fine-tuning (2) mathematical reasoning (1) data augmentation (1) reinforcement learning from human feedback (1) parameter-efficient fine-tuning (1) tool use (1) reasoning model (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) code verification (1) hint inference (1)

Papers

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025 START: Self-taught Reasoner with Tools EMNLP 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