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Rafiei, Davood

  1. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
    2023/04/21 by Mohammadreza Pourreza, Pourreza, Mohammadreza, Davood Rafiei +1 · 108 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
  2. Evaluating Open-Domain Question Answering in the Era of Large Language Models
    2023/05/11 by Ehsan Kamalloo, Kamalloo, Ehsan, Nouha Dziri +5 · 27 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models
    2024/02/02 by Mohammadreza Pourreza, Davood Rafiei, Pourreza, Mohammadreza +1 · 13 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries #Mathematics, Computing, and Information Processing
  4. TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition
    2024/04/15 by Md Mahadi Hasan Nahid, Nahid, Md Mahadi Hasan, Davood Rafiei +1 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Software Engineering Research
  5. Evaluating Cross-Domain Text-to-SQL Models and Benchmarks
    2023/10/27 by Mohammadreza Pourreza, Davood Rafiei, Pourreza, Mohammadreza +1 · 8 citations
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Quality and Management #Semantic Web and Ontologies
  6. NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization
    2024/06/25 by Nahid, Md Mahadi Hasan, Rafiei, Davood · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  7. KidLM: Advancing Language Models for Children -- Early Insights and Future Directions
    2024/10/04 by Mir Tafseer Nayeem, Nayeem, Mir Tafseer, Davood Rafiei +1 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  8. DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models
    2023/03/12 by Nobari, Arash Dargahi, Rafiei, Davood · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences
  9. SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder
    2024/03/24 by Mohammadreza Pourreza, Davood Rafiei, Pourreza, Mohammadreza +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  10. Performance Prediction for Multi-hop Questions
    2023/08/12 by Samadi, Mohammadreza, Rafiei, Davood · 1 citation
    #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  11. TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations
    2024/11/26 by Nobari, Arash Dargahi, Rafiei, Davood · 2 citations
    #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. LFOSum: Summarizing Long-form Opinions with Large Language Models
    2024/10/16 by Mir Tafseer Nayeem, Nayeem, Mir Tafseer, Davood Rafiei +1 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Topic Modeling