Sameep Mehta
20 papers · 2013–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(47)
π
Conference Polyglot
(6)
π
Keyword Champion
(4)
π
Century Club
(16)
ποΈ
Keyword Collector
(97)
β‘
Prolific Year
(7)
Conferences
AAAI (7)
EMNLP (6)
NAACL (3)
IJCAI (2)
ACL (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(9)
code generation
(4)
natural language interface
(4)
few-shot learning
(2)
retrieval-augmented generation
(2)
tabular datum
(2)
api specification
(2)
query generation
(2)
workflow generation
(2)
text classification
(1)
question generation
(1)
natural language processing
(1)
natural language understanding
(1)
sql generation
(1)
text representation
(1)
content moderation
(1)
sentiment analysis
(1)
missing value imputation
(1)
semantic similarity
(1)
software engineering
(1)
Papers
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
AAAI 2026
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
ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation
AAAI 2026
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition
EMNLP 2025
Quality Assessment of Tabular Data using Large Language Models and Code Generation
EMNLP 2025
Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation
NAACL 2025
Question-guided Insights Generation for Automated Exploratory Data Analysis
AAAI 2025
Classifier-Augmented Generation for Structured Workflow Prediction
EMNLP 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment
EMNLP 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
NAACL 2025
LLM-powered GraphQL Generator for Data Retrieval
IJCAI 2024
Sequential API Function Calling Using GraphQL Schema
EMNLP 2024
LLMGuard: Guarding against Unsafe LLM Behavior
AAAI 2024
GraphQL Query Generation: A Large Training and Benchmarking Dataset
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
NLP for uncertain data at scale
NAACL 2013
An Empirical Assessment of Contemporary Online Media in Ad-Hoc Corpus Creation for Social Events
IJCNLP 2013