Wei Chengwei
Research Area
- Natural Language Processing
- Mathematical Reasoning
- Efficient Reasoning
1. Chengwei Wei, Bin Wang, Jung-jae Kim, Guimei Liu, and Nancy F. Chen. CoinMath: Harnessing the Power of Coding Instruction for Math LLMs. ACL 2025 (Findings).
2. Gao, Yiming, Bin Wang, Chengwei Wei, Shuo Sun, and AiTi Aw. IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models. AACL 2025.
3. Cahyawijaya, Samuel, Holy Lovenia, et al. (including Chengwei Wei). Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. ACL 2025.
4. Wang, Bin, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, and AiTi Aw. MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora. ASRU 2025.
5. Wang, Bin, Chengwei Wei, Zhengyuan Liu, Geyu Lin, and Nancy F. Chen. Resilience of Large Language Models for Noisy Instructions. EMNLP 2024 (Findings).
6. Wang, Bin, Geyu Lin, Zhengyuan Liu, Chengwei Wei, and Nancy F. Chen. CRAFT: Extracting and Tuning Cultural Instructions from the Wild. C3NLP @ ACL 2024 (Best Paper Award).
7. Chengwei Wei, Runqi Pang, and C.-C. Jay Kuo. A Green Learning Approach to Spoofed Speech Detection. ICASSP 2024.
- Reviewer: ACL Rolling Review (ARR)