Grammatical Error Correction via Mixed-Grained Weighted Training. - Jiahao Li 004; Quan Wang 002; Chiwei Zhu; Zhendong Mao 001; Yongdong Zhang 001 (EMNLP (Findings), 2023)

On the Calibration of Large Language Models and Alignment. - Chiwei Zhu; Benfeng Xu; Quan Wang 002; Yongdong Zhang 001; Zhendong Mao 001 (EMNLP (Findings), 2023)

KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction. - Jianshang Kou; Benfeng Xu; Chiwei Zhu; Zhendong Mao 001 (EMNLP, 2024)

From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding. - Chiwei Zhu; Benfeng Xu; Xiaorui Wang; Zhendong Mao 001 (ACL (1), 2025)

Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability. - Chiwei Zhu; Benfeng Xu; An Yang; Junyang Lin; Quan Wang 002; Chang Zhou; Zhendong Mao 001 (ACL (Findings), 2025)

Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach. - Ruizhe Li; Chiwei Zhu; Benfeng Xu; Xiaorui Wang; Zhendong Mao 001 (CoRR, 2025)

DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents. - Mingxuan Du; Benfeng Xu; Chiwei Zhu; Xiaorui Wang; Zhendong Mao 001 (CoRR, 2025)