Sameep Mehta
20 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Papers
Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools
AAAI 2026
DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools
AAAI 2026
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
AAAI 2026
ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation
AAAI 2026
Classifier-Augmented Generation for Structured Workflow Prediction
EMNLP 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
NAACL 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition
EMNLP 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment
EMNLP 2025
Quality Assessment of Tabular Data using Large Language Models and Code Generation
EMNLP 2025
Question-guided Insights Generation for Automated Exploratory Data Analysis
AAAI 2025
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
LLMGuard: Guarding against Unsafe LLM Behavior
AAAI 2024
LLM-powered GraphQL Generator for Data Retrieval
IJCAI 2024
Sequential API Function Calling Using GraphQL Schema
EMNLP 2024
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation
ACL 2023
Multidimensional Analysis of Trust in News Articles (Student Abstract)
AAAI 2020
Tracking Political Elections on Social Media: Applications and Experience
IJCAI 2015
An Empirical Assessment of Contemporary Online Media in Ad-Hoc Corpus Creation for Social Events
IJCNLP 2013
NLP for uncertain data at scale
NAACL 2013