Dian Yu
- Tree of Thoughts: Deliberate Problem Solving with Large Language Models
2023/05/17 by Shunyu Yao, Dian Yu, Yao, Shunyu +11 · 8 voices · 659 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Distributing Accountability, Not Capability: Phase Separation and the LLM Workflow Quadrant in Autonomous AI Agent Architectures
2022/10/06 by Shunyu Yao, Jeffrey Zhao, Yao, Shunyu +11 · 7 voices · 1376 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1354 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 541 citations
Computer Science · #Semantic Web and Ontologies
- Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
2024/12/30 by Xingyu Chen, Chen, Xingyu, Jiahao Xu +27 · 2 voices · 117 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL #semigroups and automata theory
- Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
2025/01/30 by Yue Wang, Qiuzhi Liu, Wang, Yue +27 · 4 voices · 39 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #cs.CL
- Scaling Synthetic Data Creation with 1,000,000,000 Personas
2024/06/28 by Tao Ge, Ge, Tao, Xin Hui S Chan +11 · 3 voices · 85 citations
Computer Science · #Innovative Human-Technology Interaction #Persona Design and Applications #cs.CL #cs.LG
- Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
2024/04/18 by Ye Tian, Tian, Ye, Baolin Peng +12 · 2 voices · 12 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Open Education and E-Learning #Semantic Web and Ontologies #cs.CL #cs.LG
- Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains
2025/03/31 by Su Yi, Yi Su, Dian Yu +15 · 3 voices · 41 citations
Computer Science · Materials Science · #Machine Learning in Materials Science #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- CLUE: A Chinese Language Understanding Evaluation Benchmark
2020/04/13 by Liang Xu, Xu, Liang, Hai Hu +59 · 22 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Rohan Anil, Gemini Team, Sebastian Borgeaud +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Document-Level Machine Translation with Large Language Models
2023/04/05 by Longyue Wang, Chenyang Lyu, Wang, Longyue +11 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- SLM: Bridge the thin gap between speech and text foundation models
2023/09/30 by Mingqiu Wang, Wang, Mingqiu, Wei Han +33 · 10 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations
2019/08/27 by Dian Yu, Zhou Yu, Yu, Dian +1 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
2025/01/26 by Xiaoyang Wang, Wang, Xiaoyang, Hongming Zhang +9 · 10 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Persona Design and Applications
- Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
2024/06/30 by Yuheng Zhang, Dian Yu, Zhang, Yuheng +15 · 6 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Description-Driven Task-Oriented Dialog Modeling
2022/01/21 by Jeffrey Zhao, Zhao, Jeffrey, Raghav Gupta +15 · 3 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
- Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
2020/05/16 by Hongyu Gong, Gong, Hongyu, Yelong Shen +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions
2024/05/29 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 4 citations
Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques
- Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
2024/06/17 by Zhihan Zhang, Zhang, Zhihan, Ge, Tao +12 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs
2023/11/06 by Longyue Wang, Zhaopeng Tu, Wang, Longyue +31 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning
2024/10/09 by Xiyao Wang, Wang, Xiyao, Ye Tian +12 · 4 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
2024/10/04 by Murong Yue, Yue, Murong, Wenlin Yao +9 · 4 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 #Semantic Web and Ontologies
- MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning
2023/07/16 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models
2024/01/16 by Jianhui Pang, Pang, Jianhui, Fanghua Ye +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- LiteSearch: Efficacious Tree Search for LLM
2024/06/29 by Ante Wang, Wang, Ante, Linfeng Song +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Dialogue-Based Relation Extraction
2020/04/17 by Dian Yu, Yu, Dian, Kai Sun +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Conceptual and Unbiased Reasoning in Language Models
2024/03/30 by Ben Zhou, Hongming Zhang, Zhou, Ben +13 · 2 citations
Computer Science · #Natural Language Processing Techniques
- Unsupervised Slot Schema Induction for Task-oriented Dialog
2022/05/09 by Dian Yu, Mingqiu Wang, Yu, Dian +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
2022/10/28 by Xiaoman Pan, Wenlin Yao, Pan, Xiaoman +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization
2022/12/02 by Chao Zhao, Faeze Brahman, Zhao, Chao +9 · 1 citation
Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SafeFlow: Safe Robot Motion Planning with Flow Matching via Control Barrier Functions
2025/04/11 by Xiaobing Dai, Dai, Xiaobing, Zewen Yang +10 · 2 citations
Computer Science · Engineering · #Robotic Path Planning Algorithms #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety
- Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation
2025/09/18 by Yujun Zhou, Zhou, Yujun, Haolin Liu +16 · 11 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications
- Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls
2025/02/16 by Ante Wang, Wang, Ante, Linfeng Song +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- PAC-DP: PAC-Bayesian Diffusion Policy Learning
2026/07/27 by Mohammad Hasan Yeganegi, Dian Yu, Andrea Del Prete +2
#cs.RO