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Bowen Qin

  1. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
    2023/05/04 by Jinyang Li, Li, Jinyang, Binyuan Hui +31 · 144 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  2. A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions
    2022/08/29 by Bowen Qin, Qin, Bowen, Binyuan Hui +21 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  3. Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
    2023/01/18 by Jinyang Li, Binyuan Hui, Li, Jinyang +17 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  4. S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder\n for Text-to-SQL Parsers
    2022/03/14 by Binyuan Hui, Hui, Binyuan, Ruiying Geng +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  5. Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
    2022/06/28 by Lihan Wang, Bowen Qin, Wang, Lihan +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  6. The Price of a Second Thought: On the Evaluation of Reasoning Efficiency in Large Language Models
    2025/05/28 by Siqi Fan, Bowen Qin, Fan, Siqi +9 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  7. Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets
    2024/06/12 by Duanyu Feng, Bowen Qin, Feng, Duanyu +9 · 1 citation
    Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #Natural Language Processing Techniques
  8. Agent Retrieval Bench: Evaluating Repository Context Retrieval for Coding Agents
    2026/07/27 by Bowen Qin, Yi Xie
    #cs.IR #cs.AI #cs.CL