Yujia Zhou
- LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
2024/12/07 by Haitao Li, Qian Dong, Li, Haitao +13 · 129 citations
Social Sciences · Computer Science · #Legal Education and Practice Innovations #Artificial Intelligence in Law #Law, AI, and Intellectual Property
- Search-o1: Agentic Search-Enhanced Large Reasoning Models
2025/01/09 by Xiaoxi Li, Li, Xiaoxi, Guanting Dong +13 · 142 citations
Computer Science · #Semantic Web and Ontologies #Data Management and Algorithms
- From Matching to Generation: A Survey on Generative Information Retrieval
2024/04/23 by Xiaoxi Li, Jiajie Jin, Li, Xiaoxi +11 · 21 citations
Computer Science · #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Data Mining Algorithms and Applications
- Parametric Retrieval Augmented Generation
2025/01/27 by Weihang Su, Yichen Tang, Su, Weihang +15 · 2 voices · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CL #cs.IR
- Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer
2022/08/19 by Yujia Zhou, Zhou, Yujia, Jing Yao +9 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
- Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models
2024/03/11 by Weihang Su, Changyue Wang, Su, Weihang +11 · 15 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Improving large language models for clinical named entity recognition via prompt engineering
2024/01/27 by Yan Hu, Qingyu Chen, Jingcheng Du +10 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Genomics and Rare Diseases #Topic Modeling
- Beyond Scalar Reward Model: Learning Generative Judge from Preference Data
2024/10/01 by Ziyi Ye, Xiangsheng Li, Ye, Ziyi +13 · 11 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Multi-Criteria Decision Making
- From Matching to Generation: A Survey on Generative Information Retrieval
2025/05/09 by Xiaoxi Li, Jiajie Jin, Yujia Zhou +4 · 18 citations
- CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges
2024/10/20 by Haitao Li, Li, Haitao, Junjie Chen +10 · 7 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Are Long-LLMs A Necessity For Long-Context Tasks?
2024/05/24 by Hongjin Qian, Qian, Hongjin, Zheng Liu +11 · 4 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Software System Performance and Reliability
- DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index
2022/03/01 by Yujia Zhou, Zhou, Yujia, Jing Yao +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies #Topic Modeling
- RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects
2025/01/30 by Y. L. Tu, Weihang Su, Tu, Yiteng +7 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and Audio Processing
- RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
2024/12/16 by Xiaoxi Li, Jiajie Jin, Li, Xiaoxi +11 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence
2024/02/19 by Jiajie Jin, Yutao Zhu, Jin, Jiajie +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Socialformer: Social Network Inspired Long Document Modeling for Document Ranking
2022/02/22 by Yujia Zhou, Zhou, Yujia, Zhicheng Dou +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
2024/02/02 by Xiaoxi Li, Li, Xiaoxi, Zhicheng Dou +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling
- Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
2025/05/31 by Changyue Wang, Wang, Changyue, Weihang Su +7 · 4 citations
Computer Science · #Data Stream Mining Techniques
- AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant
2024/11/11 by Yujia Zhou, Zheng Liu, Zhou, Yujia +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?
2024/11/15 by Yan Hu, Xu Zuo, Hu, Yan +21 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques