Sambit Ghosh

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) AAAI (1) IJCAI (1) NAACL (1)

Top co-authors

Sameep Mehta (5) Renuka Sindhgatta (4) Manish Kesarwani (3) Nitin Gupta (3) Carlos Eberhardt (3) Dan Debrunner (3) Balaji Ganesan (2) Neelamadhav Gantayat (1) Lakshmi Mandal (1) Soujanya Soni (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Generation (3) Deep Learning (2) Core AI (2) Models (2) Resources & Methods (2) Computer Science (1) Applications · Computer Science (1) Applications · Natural Language Processing (1) Learning Paradigms (1) Learning Types (1)

Keywords

large language model (3) query generation (2) natural language interface (2) code generation (1) software engineering (1) semantic similarity (1) chain-of-thought prompting (1) query language (1) function calling (1) natural language query (1) model context protocol (1) api integration (1) react prompting (1) data retrieval (1) schema-aware learning (1) graphql query generation (1) rest api (1) graphql schema (1) sequential api (1) sequential calling (1)

Papers

DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools AAAI 2026 Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 2025 GraphQL Query Generation: A Large Training and Benchmarking Dataset EMNLP 2024 LLM-powered GraphQL Generator for Data Retrieval IJCAI 2024 Sequential API Function Calling Using GraphQL Schema EMNLP 2024