Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as ToolsPrerna AgarwalHimanshu Guptaet al.2026IAAI 2026
From Natural Language to Executable ETL Flows: The IBM DataStage AssistantNitin GuptaThomas Gschwindet al.2026IAAI 2026
DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready ToolsNeelamadhav GantayatRenuka Sindhgattaet al.2026AAAI 2026
ToolSmith: A Multi-Agent Framework for Enterprise Tool CreationPurna Chandra Sekhar VakudavathuKushal Mukherjeeet al.2026AAAI 2026
A Multi-Agent Framework for Enterprise Tool CreationPurna Chandra Sekhar VakudavathuKushal Mukherjeeet al.2026AAAI 2026
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question DecompositionKiran PradeepKirushikesh D Bet al.2025EMNLP 2025
Classifier-Augmented Generation for Structured Workflow PredictionThomas GschwindShramona Chakrabortyet al.2025EMNLP 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute AlignmenShramona ChakrabortyShashank Mujumdaret al.2025EMNLP 2025
Robust Evaluation of LLM-Generated GraphQL Queries for Web ServicesVansika SonthaliaManish Kesarwaniet al.2025ICWS 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating ModelsAkella AshleshaAbhijit Manatkaret al.2025NAACL 2025