PPaperPicks

Sameep Mehta

17 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×6EMNLP ×6NAACL ×2ICWS ×1IJCAI ×1SIGMOD ×1

Frequent coauthors

Renuka Sindhgatta
×6
Nitin Gupta
×6
Sambit Ghosh
×5
Shramona Chakraborty
×4
Manish Kesarwani
×4
Ashlesha Akella
×3
Krishnasuri Narayanam
×3
Carlos Eberhardt
×3
Dan Debrunner
×3
Soujanya Soni
×2
Thomas Gschwind
×2
Avirup Saha
×2

Papers

  1. Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools
    AAAI 2026 ·
    Prerna Agarwal
    ,
    Himanshu Gupta
    ,
    Soujanya Soni
    ,
    Rohith D. Vallam
    ,
    Renuka Sindhgatta
    , Sameep Mehta
  2. DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools
    AAAI 2026 ·
    Neelamadhav Gantayat
    ,
    Renuka Sindhgatta
    ,
    Sambit Ghosh
    , Sameep Mehta,
    Soujanya Soni
  3. From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
    AAAI 2026 ·
    Nitin Gupta
    ,
    Thomas Gschwind
    ,
    Shramona Chakraborty
    , Sameep Mehta,
    Tristan Tyler
    ,
    Shreya Sisodia
    ,
    Ben Clermont
  4. Root-Cause Diagnosis with Remediation Recommendations for ETL Pipelines via LLM-Based Reasoning
    SIGMOD 2026 ·
    Deepak Vijaykeerthy
    ,
    Rajmohan C
    ,
    Arvind Agarwal
    ,
    Avirup Saha
    , Sameep Mehta,
    Emmanuel Adhoute
    ,
    Nadav Vahav
    ,
    Timur Porokhnia
    ,
    Adrian Dabrowski
    ,
    Bat El Aharon Asher
    ,
    Aviya Goldfarb
  5. ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation
    AAAI 2026 ·
    Purna Chandra Sekhar Vakudavathu
    ,
    Kushal Mukherjee
    ,
    Jayachandu Bandlamudi
    ,
    Renuka Sindhgatta
    , Sameep Mehta
  6. Classifier-Augmented Generation for Structured Workflow Prediction
    EMNLP 2025 ·
    Thomas Gschwind
    ,
    Shramona Chakraborty
    ,
    Nitin Gupta
    , Sameep Mehta
  7. CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
    NAACL 2025 ·
    Ashlesha Akella
    ,
    Abhijit Manatkar
    ,
    Krishnasuri Narayanam
    , Sameep Mehta
  8. Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition
    EMNLP 2025 ·
    Kiran Pradeep
    ,
    Kirushikesh D. B.
    ,
    Nishtha Madaan
    , Sameep Mehta,
    Pushpak Bhattacharyya
  9. Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment
    EMNLP 2025 ·
    Shramona Chakraborty
    ,
    Shashank Mujumdar
    ,
    Nitin Gupta
    , Sameep Mehta,
    Ronen Kat
    ,
    Itay Etelis
    ,
    Mohamed Mahameed
    ,
    Itai Guez
    ,
    Rachel Tzoref-Brill
  10. Quality Assessment of Tabular Data using Large Language Models and Code Generation
    EMNLP 2025 ·
    Ashlesha Akella
    ,
    Akshar Kaul
    ,
    Krishnasuri Narayanam
    , Sameep Mehta
  11. Question-guided Insights Generation for Automated Exploratory Data Analysis
    AAAI 2025 ·
    Abhijit Manatkar
    ,
    Ashlesha Akella
    ,
    Krishnasuri Narayanam
    , Sameep Mehta
  12. Robust Evaluation of LLM-Generated GraphQL Queries for Web Services
    ICWS 2025 ·
    Vansika Sonthalia
    ,
    Manish Kesarwani
    , Sameep Mehta
  13. Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation
    NAACL 2025 ·
    Nitin Gupta
    ,
    Manish Kesarwani
    ,
    Sambit Ghosh
    , Sameep Mehta,
    Carlos Eberhardt
    ,
    Dan Debrunner
  14. GraphQL Query Generation: A Large Training and Benchmarking Dataset
    EMNLP 2024 ·
    Manish Kesarwani
    ,
    Sambit Ghosh
    ,
    Nitin Gupta
    ,
    Shramona Chakraborty
    ,
    Renuka Sindhgatta
    , Sameep Mehta,
    Carlos Eberhardt
    ,
    Dan Debrunner
  15. LLM-powered GraphQL Generator for Data Retrieval
    IJCAI 2024 ·
    Balaji Ganesan
    ,
    Sambit Ghosh
    ,
    Nitin Gupta
    ,
    Manish Kesarwani
    , Sameep Mehta,
    Renuka Sindhgatta
  16. LLMGuard: Guarding against Unsafe LLM Behavior
    AAAI 2024 ·
    Shubh Goyal
    ,
    Medha Hira
    ,
    Shubham Mishra
    ,
    Sukriti Goyal
    ,
    Arnav Goel
    ,
    Niharika Dadu
    ,
    Kirushikesh D. B.
    , Sameep Mehta,
    Nishtha Madaan
  17. Sequential API Function Calling Using GraphQL Schema
    EMNLP 2024 ·
    Avirup Saha
    ,
    Lakshmi Mandal
    ,
    Balaji Ganesan
    ,
    Sambit Ghosh
    ,
    Renuka Sindhgatta
    ,
    Carlos Eberhardt
    ,
    Dan Debrunner
    , Sameep Mehta