ASR Error Correction with Constrained Decoding on Operation Prediction. - Jingyuan Yang 008; Rongjun Li; Wei Peng 011 (INTERSPEECH, 2022)

Intent Discovery with Frame-guided Semantic Regularization and Augmentation. - Yajing Sun; Rui Zhang; Jingyuan Yang 008; Wei Peng 011 (ACL (Findings), 2023)

Knowledge-Augmented Frame Semantic Parsing with Hybrid Prompt-Tuning. - Rui Zhang; Yajing Sun; Jingyuan Yang 008; Wei Peng 011 (ICASSP, 2023)

Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach. - Jingyuan Yang 008; Dapeng Chen; Yajing Sun; Rongjun Li; Zhiyong Feng; Wei Peng 011 (ACL (Findings), 2024)

Contextual Modeling for Document-level ASR Error Correction. - Jin Jiang; Xunjian Yin; Xiaojun Wan 001; Wei Peng 011; Rongjun Li; Jingyuan Yang 008; Yanquan Zhou (LREC/COLING, 2024)

Cross Modal Training for ASR Error Correction with Contrastive Learning. - Jin Jiang; Xiaojun Wan 001; Wei Peng 011; Rongjun Li; Jingyuan Yang 008; Yanquan Zhou (ICASSP, 2024)

Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors. - Weixuan Wang; Jingyuan Yang 008; Wei Peng 011 (ICLR, 2025)

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models. - Jingyuan Yang 008; Rongjun Li; Weixuan Wang; Ziyu Zhou; Zhiyong Feng; Wei Peng 011 (CoRR, 2025)

Gradient Co-occurrence Analysis for Detecting Unsafe Prompts in Large Language Models. - Jingyuan Yang 008; Bowen Yan; Rongjun Li; Ziyu Zhou; Xin Chen; Zhiyong Feng; Wei Peng 011 (CoRR, 2025)

Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow. - Ziyu Zhou; Yihang Wu; Jingyuan Yang 008; Zhan Xiao; Rongjun Li (CoRR, 2025)