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Panupong Pasupat

  1. REALM: Retrieval-Augmented Language Model Pre-Training
    2020/02/10 by Kelvin Guu, Kenton Lee, Guu, Kelvin +7 · 272 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  2. Compositional Semantic Parsing on Semi-Structured Tables
    2015/08/03 by Panupong Pasupat, Pasupat, Panupong, Percy Liang +1 · 92 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  3. Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
    2018/02/24 by Evan Zheran Liu, Kelvin Guu, Liu, Evan Zheran +7 · 38 citations
    Computer Science · #Data Stream Mining Techniques #Reinforcement Learning in Robotics #Mobile Crowdsensing and Crowdsourcing
  4. SPoC: Search-based Pseudocode to Code
    2019/06/12 by Sumith Kulal, Panupong Pasupat, Kulal, Sumith +11 · 33 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
  5. Large Language Models as Analogical Reasoners
    2023/10/03 by Michihiro Yasunaga, Xinyun Chen, Yasunaga, Michihiro +14 · 2 voices · 26 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  6. RARR: Researching and Revising What Language Models Say, Using Language Models
    2022/10/17 by Luyu Gao, Zhuyun Dai, Gao, Luyu +19 · 25 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  7. From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
    2023/05/31 by Peter Shaw, Mandar Joshi, Shaw, Peter +15 · 1 voice · 12 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications #cs.CL #cs.CV #cs.HC #cs.LG
  8. Simpler Context-Dependent Logical Forms via Model Projections
    2016/06/16 by Reginald Long, Long, Reginald, Panupong Pasupat +3 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  9. Dr.ICL: Demonstration-Retrieved In-context Learning
    2023/05/23 by Man Luo, Luo, Man, Xin Xu +13 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
  10. In-context Learning with Retrieved Demonstrations for Language Models: A Survey
    2024/01/21 by Man Luo, Luo, Man, Xin Xu +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Compositional Generalization and Natural Language Variation: Can a\n Semantic Parsing Approach Handle Both?
    2020/10/23 by Peter Shaw, Ming‐Wei Chang, Shaw, Peter +5 · 2 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Second Language Acquisition and Learning #Topic Modeling
  12. Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
    2024/06/19 by Jinhyuk Lee, Anthony Chen, Lee, Jinhyuk +35 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  13. PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions
    2023/05/24 by Anthony Chen, Panupong Pasupat, Chen, Anthony +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  14. Few-shot Intent Classification and Slot Filling with Retrieved Examples
    2021/04/12 by Dian Yu, Luheng He, Yu, Dian +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  15. Improving Compositional Generalization with Latent Structure and Data Augmentation
    2021/12/14 by Linlu Qiu, Qiu, Linlu, Peter Shaw +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  16. Macro Grammars and Holistic Triggering for Efficient Semantic Parsing
    2017/07/25 by Yuchen Zhang, Zhang, Yuchen, Panupong Pasupat +3 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications