Zhu, Runchuan
- KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
2024/08/06 by Ruizhe Zhang, Zhang, Ruizhe, Yongxin Xu +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
2024/10/14 by Xu, Yongxin, Zhang, Ruizhe, Jiang, Xinke +7 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
2025/02/09 by Zhu, Runchuan, Zinco Jiang, Jiang Wu +11 · 3 citations
Medicine · Neuroscience · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Schizophrenia research and treatment #Treatment of Major Depression
- Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
2024/10/09 by Zhiyuan Ma, Zhu, Runchuan, Ma, Zhipeng +10 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
2024/10/13 by Ding, Hongxin, Fang, Yue, Zhu, Runchuan +6 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PM4Bench: A Parallel Multilingual Multi-Modal Multi-task Benchmark for Large Vision Language Model
2025/03/24 by Gao, Junyuan, Song, Jiahe, Wu, Jiang +11 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences