Xiaoyu Shen
- DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
2017/10/11 by Yanran Li, Hui Su, Li, Yanran +9 · 48 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- LawBench: Benchmarking Legal Knowledge of Large Language Models
2023/09/28 by Xiaoyu Shen, Fei, Zhiwei, Shen, Xiaoyu +14 · 21 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Large Language Models Empowered Personalized Web Agents
2024/10/22 by Yongqi Li, Cai, Hongru, Li, Yongqi +10 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges
2022/04/11 by Junyun Cui, Xiaoyu Shen, Cui, Junyun +9 · 5 citations
Social Sciences · Economics, Econometrics and Finance · #Artificial Intelligence in Law #Legal Education and Practice Innovations #Law, Economics, and Judicial Systems
- Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
2025/02/25 by Xinghao Chen, Chen, Xinghao, Sun, Zhijing +18 · 11 citations
Computer Science · #Advanced Text Analysis Techniques
- Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
2025/05/22 by Xinghao Chen, Chen, Xinghao, Henian Xia +16 · 15 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration
2024/10/06 by Wei Lai, Wei, Lai, Wenkai Wang +13 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks
2024/09/06 by Andreas Stephan, Dawei Zhu, Stephan, Andreas +7 · 6 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
- Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning
2024/10/07 by Qingyu Yin, Yin, Qingyu, Xuzheng He +13 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models
2024/10/09 by Yanjun Chen, Dawei Zhu, Chen, Yanjun +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
2025/01/28 by Jinlan Fu, Shenzhen Huangfu, Fu, Jinlan +11 · 7 citations
Computer Science · #Natural Language Processing Techniques #Web Applications and Data Management #Speech and dialogue systems
- Unraveling the Mystery of Scaling Laws: Part I
2024/03/11 by Angie Su, Zhi Tian, Su, Hui +5 · 3 citations
Arts and Humanities · Social Sciences · #Biblical Studies and Interpretation #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multicultural Socio-Legal Studies
- Diversifying Dialogue Generation with Non-Conversational Text
2020/05/09 by Hui Su, Xiaoyu Shen, Su, Hui +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- MultiConIR: Towards multi-condition Information Retrieval
2025/03/11 by Xuan Lu, Sifan Liu, Lu, Xuan +14 · 5 citations
Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
- Improving Variational Encoder-Decoders in Dialogue Generation
2018/02/06 by Xiaoyu Shen, Hui Su, Shen, Xiaoyu +5 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
2024/04/22 by Dawei Zhu, Zhu, Dawei, Pinzhen Chen +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Preference-driven Paradigm for Enhanced Translation with Large Language Models
2024/04/17 by Dawei Zhu, Sony Trenous, Zhu, Dawei +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Meta Self-Refinement for Robust Learning with Weak Supervision
2022/05/15 by Dawei Zhu, Zhu, Dawei, Xiaoyu Shen +5 · 1 citation
Computer Science · Engineering · #Machine Learning and Data Classification #Infrastructure Maintenance and Monitoring #Advanced Neural Network Applications
- xPQA: Cross-Lingual Product Question Answering across 12 Languages
2023/05/16 by Xiaoyu Shen, Akari Asai, Shen, Xiaoyu +5 · 1 citation
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Natural Language Processing Techniques
- Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
2025/10/10 by Xuan Lü, Lu, Xuan, Rui Meng +8 · 3 citations
Computer Science · #Information Retrieval and Search Behavior #Expert finding and Q&A systems #Topic Modeling
- Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
2024/10/31 by Jianqun Zhou, Yueyang Zheng, Zhou, Jianqun +13 · 1 citation
Computer Science · Psychology · #Educational Strategies and Epistemologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
- Cross-Domain Learning for Classifying Propaganda in Online Contents
2020/11/13 by Liqiang Wang, Wang, Liqiang, Xiaoyu Shen +5 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
- SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling
2025/06/04 by Zhao, Anhao, Fanghua Ye, Ye, Fanghua +8 · 4 citations
Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Natural Language Processing Techniques
- HAF-RM: A Hybrid Alignment Framework for Reward Model Training
2024/07/04 by Shujun Liu, Liu, Shujun, Xiaoyu Shen +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- WIDE: Boosting Adaptive LLM Inference via Token-level Dynamic Width Pruning
2026/07/30 by Haozhe Hu, Hao Wu, Peiran Yin +3
Computer Science · #cs.AI #cs.CL #cs.LG
- Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration
2026/07/15 by Shuhao Li, Guodong Du, Anhao Zhao +3
#cs.CL