Xiaoxue Cheng
- Enhancing LLM Reasoning with Reward-guided Tree Search
2024/11/18 by Jinhao Jiang, Zhipeng Chen, Jiang, Jinhao +28 · 1 voice · 9 citations
Computer Science · #Digital Rights Management and Security #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL
- The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
2024/01/06 by Junyi Li, Li, Junyi, Jie Chen +11 · 19 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
2024/06/17 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +13 · 7 citations
Computer Science · #Machine Learning in Healthcare
- Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
2025/01/02 by Xiaoxue Cheng, Cheng, Xiaoxue, Junyi Li +5 · 6 citations
Arts and Humanities · Neuroscience · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Mental Health Research Topics #Mental Health and Psychiatry
- ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting
2024/03/21 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
- ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
2025/06/01 by Liu, Mengdi, Xiaoxue Cheng, Zhangyang Gao +10 · 3 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Materials and Mechanics #Biomolecules (q-bio.BM) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Glycosylation and Glycoproteins Research #Machine Learning (cs.LG)