vix.ing · top · new · best · stats · spec

Xian Li

  1. Reasoning Beyond Words ? Exploring framework for hidden state reasoning
    2024/12/09 by Shibo Hao, Sainbayar Sukhbaatar, Hao, Shibo +11 · 40 voices · 194 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  2. OPT: Open Pre-trained Transformer Language Models
    2022/05/02 by Susan Zhang, Zhang, Susan, Stephen Roller +35 · 2 voices · 302 citations
    #cs.CL #cs.LG
  3. Self-Rewarding Language Models
    2024/01/18 by Weizhe Yuan, Richard Yuanzhe Pang, Yuan, Weizhe +11 · 4 voices · 95 citations
    #cs.CL #cs.AI
  4. Deep Voice: Real-time Neural Text-to-Speech
    2017/02/25 by Sercan O. Arik, Sercan Ö. Arık, Mike Chrzanowski +24 · 2 voices · 34 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  5. Efficient Large Scale Language Modeling with Mixtures of Experts
    2021/12/20 by Mikel Artetxe, Artetxe, Mikel, Shruti Bhosale +47 · 1 voice · 18 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
  6. Multilingual Denoising Pre-training for Neural Machine Translation
    2020/01/22 by Yinhan Liu, Liu, Yinhan, Jiatao Gu +13 · 89 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  7. Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
    2020/08/02 by Yuqing Tang, Tang, Yuqing, Chau Tran +13 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. Few-shot Learning with Multilingual Language Models
    2021/12/20 by Xi Victoria Lin, Todor Mihaylov, Lin, Xi Victoria +39 · 13 citations
    Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  9. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
    2023/10/23 by Swarnadeep Saha, Saha, Swarnadeep, Omer Levy +9 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  10. Self-Alignment with Instruction Backtranslation
    2023/08/11 by Xian Li, Ping Yu, Li, Xian +12 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  11. SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks
    2025/03/19 by Yifei Zhou, Zhou, Yifei, Song Jiang +11 · 35 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  12. Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
    2025/01/30 by Swarnadeep Saha, Xian Li, Saha, Swarnadeep +7 · 27 citations
    Social Sciences · #Legal Education and Practice Innovations #Artificial Intelligence in Law
  13. Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
    2024/03/12 by Sainbayar Sukhbaatar, Olga Golovneva, Sukhbaatar, Sainbayar +19 · 13 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  14. NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions
    2025/02/18 by Weizhe Yuan, Jian Yu, Yuan, Weizhe +19 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  15. Self-Taught Evaluators
    2024/08/05 by Tianlu Wang, Wang, Tianlu, Ilia Kulikov +17 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  16. Autodata: An agentic data scientist to create high quality synthetic data
    2026/06/24 by Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12 · 4 voices
    #cs.AI #cs.CL #cs.LG
  17. J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
    2025/05/15 by Chenxi Whitehouse, Tianlu Wang, Whitehouse, Chenxi +11 · 25 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Insolvency and Governance #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Machine Learning (cs.LG)
  18. Truth Finding on the Deep Web: Is the Problem Solved?
    2015/03/01 by Xian Li, Li, Xian, Dong Xin +7 · 3 citations
    Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Web Data Mining and Analysis
  19. Lifting the Curse of Multilinguality by Pre-training Modular Transformers
    2022/05/12 by Jonas Pfeiffer, Naman Goyal, Pfeiffer, Jonas +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  20. Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task
    2021/07/12 by Yun Tang, Tang, Yun, Juan Pino +7 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  21. Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs
    2021/11/26 by Peter Hase, Hase, Peter, Mona Diab +13 · 4 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) #Multimodal Machine Learning Applications #Topic Modeling
  22. Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs
    2024/07/31 by Kewei Cheng, Jingfeng Yang, Cheng, Kewei +23 · 3 voices · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Law, AI, and Intellectual Property #cs.AI
  23. Subspace Decomposition based DNN algorithm for elliptic type multi-scale\n PDEs
    2021/12/10 by Xian Li, Zhi‐Qin John Xu, Li, Xi-An +3 · 3 citations
    Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Model Reduction and Neural Networks #Numerical methods in engineering
  24. Self-Challenging Language Model Agents
    2025/06/02 by Yifei Zhou, Sergey Levine, Zhou, Yifei +7 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. Unified Speech-Text Pre-training for Speech Translation and Recognition
    2022/04/11 by Yun Tang, Tang, Yun, Hongyu Gong +19 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  26. Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model
    2023/05/23 by Liu, Zeyu Leo, Tim Dettmers, Xi Victoria Lin +6 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
  27. Recycling the Web: A Method to Enhance Pre-training Data Quality and Quantity for Language Models
    2025/06/05 by Thao D. Nguyen, Li Yang, Nguyen, Thao +11 · 11 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
  28. NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks
    2025/07/02 by Yang Li, Li, Yang, Youssef Emad +19 · 12 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #Multimodal Machine Learning Applications
  29. Agent Learning via Early Experience
    2025/10/09 by Kai Zhang, Zhang, Kai, Bo Liu +49 · 11 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Language and cultural evolution #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  30. Scaling Agent Learning via Experience Synthesis
    2025/11/05 by Zhaorun Chen, Chen, Zhaorun, Zhuokai Zhao +33 · 3 voices · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  31. Capacity Analysis and Throughput Maximization of NOMA with Nonlinear Power Amplifier Distortion
    2023/08/24 by Xiaojia Wang, Suzhi Bi, Wang, Xiaojia +9 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #PAPR reduction in OFDM
  32. Better Alignment with Instruction Back-and-Forth Translation
    2024/08/08 by Thao Nguyen, Nguyen, Thao, Jeffrey Li +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  33. Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning
    2024/11/21 by Song Jiang, Jiang, Song, Da Young Ju +13 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Transportation and Mobility Innovations
  34. Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data
    2020/06/15 by Yaqing Wang, Wang, Yaqing, Yifan Xu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Topic Modeling
  35. Deep Transformers with Latent Depth
    2020/09/28 by Xian Li, Asa Cooper Stickland, Li, Xian +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  36. An Integrated Optimization-Learning Framework for Online Combinatorial Computation Offloading in MEC Networks
    2021/04/14 by Xian Li, Li, Xian, Liang Huang +7 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Stochastic Gradient Optimization Techniques
  37. Bridging Offline and Online Reinforcement Learning for LLMs
    2025/06/26 by Jack Lanchantin, Angelica Chen, Lanchantin, Jack +21 · 9 citations
    Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
  38. RNR: Teaching Large Language Models to Follow Roles and Rules
    2024/09/10 by Kuan Wang, Alexander Bukharin, Wang, Kuan +20 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
  39. Mel-FullSubNet: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR
    2024/02/21 by Rui Zhou, Xian Li, Zhou, Rui +5 · 1 citation
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis
  40. Multilingual Speech Translation with Efficient Finetuning of Pretrained Models
    2020/10/24 by Xian Li, Changhan Wang, Li, Xian +15 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  41. UniPhysGen: Unified Physical Grounding for Simulation-Ready 3D Assets
    2026/07/15 by Xian Li, Rong Wei, Lujie Yang +6
    #cs.CV