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Jianshu Chen

  1. TabFact: A Large-scale Dataset for Table-based Fact Verification
    2019/09/05 by Wenhu Chen, Chen, Wenhu, Hongmin Wang +13 · 50 citations
    Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Time Series Analysis and Forecasting
  2. MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
    2023/11/15 by Fuxiao Liu, Xiaoyang Wang, Liu, Fuxiao +13 · 31 citations
    Computer Science · #Speech and dialogue systems
  3. A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation
    2023/07/08 by Neeraj Varshney, Wenlin Yao, Varshney, Neeraj +7 · 17 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  4. Explanations from Large Language Models Make Small Reasoners Better
    2022/10/13 by Shiyang Li, Li, Shiyang, Jianshu Chen +21 · 9 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  5. From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
    2023/09/30 by Xuansheng Wu, Wu, Xuansheng, Wenlin Yao +11 · 10 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
  6. Deep Reinforcement Learning with a Natural Language Action Space
    2015/11/14 by Ji He, Jianshu Chen, He, Ji +11 · 7 citations
    Computer Science · #Topic Modeling #Artificial Intelligence in Games #Natural Language Processing Techniques
  7. Logical Natural Language Generation from Open-Domain Tables
    2020/04/22 by Wenhu Chen, Chen, Wenhu, Jianshu Chen +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
    2017/12/29 by Bo Dai, Dai, Bo, Albert Shaw +13 · 8 citations
    Computer Science · #Adaptive Dynamic Programming Control #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  9. On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis
    2013/12/29 by Jianshu Chen, Chen, Jianshu, Ali H. Sayed +1 · 4 citations
    Computer Science · #Distributed Control Multi-Agent Systems #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Multiagent Systems (cs.MA) #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  10. M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
    2018/02/12 by Yelong Shen, Jianshu Chen, Shen, Yelong +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Topic Modeling
  11. Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search
    2018/10/28 by Anji Liu, Liu, Anji, Jianshu Chen +9 · 2 citations
    Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Video Analysis and Summarization
  12. 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
  13. Comprehensive Image Captioning via Scene Graph Decomposition
    2020/07/23 by Yiwu Zhong, Zhong, Yiwu, Liwei Wang +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  14. Distributed Policy Evaluation Under Multiple Behavior Strategies
    2013/12/30 by Sergio Valcárcel Macua, Jianshu Chen, Macua, Sergio Valcarcel +5 · 1 citation
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
  15. Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
    2022/10/28 by Xiaoman Pan, Pan, Xiaoman, Wenlin Yao +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
  16. PIVOINE: Instruction Tuning for Open-world Information Extraction
    2023/05/24 by Keming Lu, Xiaoman Pan, Lu, Keming +9 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. 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
  18. Learning Language Representations with Logical Inductive Bias
    2023/02/19 by Jianshu Chen, Chen, Jianshu · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling