Yiqun Liu

1. 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
2. Temporal Relational Ranking for Stock Prediction
   2019/03/05 by Fuli Feng, Xiangnan He, Xiang Wang +3 · 14 citations
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. Optimizing Dense Retrieval Model Training with Hard Negatives
   2021/04/16 by Jingtao Zhan, Jiaxin Mao, Zhan, Jingtao +9 · 14 citations
   Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
4. Parametric Retrieval Augmented Generation
   2025/01/27 by Weihang Su, Su, Weihang, Yichen Tang +15 · 2 voices · 10 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CL #cs.IR
5. T2Ranking: A large-scale Chinese Benchmark for Passage Ranking
   2023/04/07 by Xiaohui Xie, Xie, Xiaohui, Qian Dong +19 · 14 citations
   Computer Science · #Topic Modeling #Information Retrieval and Search Behavior #Advanced Text Analysis Techniques
6. Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models
   2024/03/11 by Weihang Su, Su, Weihang, Changyue Wang +11 · 15 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. A Survey on the Fairness of Recommender Systems
   2023/02/07 by Yifan Wang, Weizhi Ma, Min Zhang +2 · 11 citations
8. Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance
   2021/08/02 by Jingtao Zhan, Zhan, Jingtao, Jiaxin Mao +9 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning
9. Scaling Laws For Dense Retrieval
   2024/03/27 by Fang Yan, Fang, Yan, Jingtao Zhan +11 · 10 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Information Retrieval (cs.IR) #Neural Networks and Applications
10. Beyond Scalar Reward Model: Learning Generative Judge from Preference Data
    2024/10/01 by Ziyi Ye, Ye, Ziyi, Xiangsheng Li +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
11. LegalAgentBench: Evaluating LLM Agents in Legal Domain
    2024/12/23 by Haitao Li, Junjie Chen, Li, Haitao +22 · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Law, AI, and Intellectual Property
12. LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset
    2023/10/26 by Haitao Li, Yunqiu Shao, Li, Haitao +9 · 6 citations
    Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Legal Education and Practice Innovations
13. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
    2023/07/19 by Qingyao Ai, Ai, Qingyao, Ting Bai +63 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
14. PRE: A Peer Review Based Large Language Model Evaluator
    2024/01/28 by Zhumin Chu, Qingyao Ai, Chu, Zhumin +7 · 5 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods
15. LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
    2024/09/30 by Haitao Li, You Chen, Li, Haitao +9 · 7 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
16. CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges
    2024/10/20 by Haitao Li, Junjie Chen, Li, Haitao +10 · 7 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
17. NxtPost: User to Post Recommendations in Facebook Groups
    2022/02/08 by Kaushik Rangadurai, Rangadurai, Kaushik, Yiqun Liu +11 · 3 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
18. Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval
    2023/12/17 by Weihang Su, Qingyao Ai, Su, Weihang +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
19. Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
    2021/10/12 by Jingtao Zhan, Jiaxin Mao, Zhan, Jingtao +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Recommender Systems and Techniques
20. Constructing Tree-based Index for Efficient and Effective Dense Retrieval
    2023/04/24 by Haitao Li, Qingyao Ai, Li, Haitao +11 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Remote-Sensing Image Classification
21. BrainLLM: Generative Language Decoding from Brain Recordings
    2023/11/16 by Ziyi Ye, Ye, Ziyi, Qingyao Ai +10 · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Neural dynamics and brain function
22. RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects
    2025/01/30 by Y. L. Tu, Tu, Yiteng, Weihang Su +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
23. GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network
    2023/09/27 by Kaiyuan Zhang, Zhang, Kaiyuan, Ziyi Ye +7 · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Multimedia (cs.MM)
24. External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
    2025/02/20 by Mingfu Liang, Liang, Mingfu, Xi Liu +195 · 5 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
25. LeKUBE: A Legal Knowledge Update BEnchmark
    2024/07/19 by Changyue Wang, Wang, Changyue, Weihang Su +15 · 3 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences
26. THUIR2 at NTCIR-16 Session Search (SS) Task
    2023/07/01 by Weihang Su, Su, Weihang, Xiangsheng Li +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
27. PassNet: Scaling Large Language Models for Graph Compiler Pass Generation
    2026/05/28 by Yiqun Liu, Yingsheng Wu, Ruqi Yang +11 · 1 voice
    Computer Science · #cs.AI #cs.LG #cs.PL
28. CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation
    2025/02/25 by Haitao Li, Li, Haitao, Jiadan Ye +19 · 2 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Multi-Agent Systems and Negotiation
29. Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models
    2025/06/05 by Changyue Wang, Weihang Su, Wang, Changyue +5 · 5 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Machine Learning in Healthcare
30. Preparing VVC for Streaming: A Fast Multi-Rate Encoding Approach
    2023/12/13 by Yiqun Liu, Hadi Amirpour, Liu, Yiqun +7 · 1 citation
    Computer Science · #Video Coding and Compression Technologies #Image and Video Quality Assessment #Advanced Data Compression Techniques
31. Evaluation Ethics of LLMs in Legal Domain
    2024/03/17 by Ruizhe Zhang, Zhang, Ruizhe, Haitao Li +11 · 1 citation
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Law, AI, and Intellectual Property
32. Prompt Refinement with Image Pivot for Text-to-Image Generation
    2024/06/28 by Jingtao Zhan, Zhan, Jingtao, Qingyao Ai +13 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image Retrieval and Classification Techniques
33. Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
    2025/05/31 by Changyue Wang, Weihang Su, Wang, Changyue +7 · 4 citations
    Computer Science · #Data Stream Mining Techniques
34. MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems
    2025/10/20 by Qingyao Ai, Yichen Tang, Ai, Qingyao +8 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Information Retrieval and Search Behavior #Topic Modeling
35. A Collaborative Ensemble Framework for CTR Prediction
    2024/11/20 by Xiaolong Liu, Zhichen Zeng, Liu, Xiaolong +29 · 2 citations
    Engineering · #Drilling and Well Engineering #Advanced X-ray and CT Imaging
36. Unsupervised dense retrieval with conterfactual contrastive learning
    2024/12/30 by Haitian Chen, Qingyao Ai, Chen, Haitian +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
37. Co-Evolving LLM Evaluators and Policies via DynamicRubric
    2026/07/22 by Beining Wang, Weihang Su, Hongtao Tian +8 · 1 citation
    #cs.LG #cs.AI
38. Structure-aware Relative Policy Optimization for Ranking
    2026/07/28 by Yiteng Tu, Weihang Su, Zitao Su +3
    #cs.IR #cs.AI