Nitin Gupta
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(6)
Artificial Intelligence
(5)
Generation
(5)
Resources & Methods
(5)
Machine Learning
(4)
Core AI
(4)
Application Areas
(3)
Computer Science
(2)
Deep Learning
(2)
Applications · Computer Science
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Applications · Natural Language Processing
(1)
Learning Paradigms
(1)
Keywords
large language model
(4)
natural language interface
(2)
workflow generation
(2)
generative ai
(2)
few-shot learning
(2)
query generation
(2)
text generation
(1)
in-context learning
(1)
image generation
(1)
natural language understanding
(1)
evaluation framework
(1)
embedding similarity
(1)
software engineering
(1)
semantic similarity
(1)
code generation
(1)
natural language processing
(1)
multimodal evaluation
(1)
query language
(1)
few-shot prompting
(1)
text representation
(1)
Papers
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
AAAI 2026
GAICo: A Deployed and Extensible Framework for Evaluating Diverse and Multimodal Generative AI Outputs
AAAI 2026
GAICo: Demonstrating a Unified Framework for Multi-Modal GenAI Evaluation
AAAI 2026
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
Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation
NAACL 2025
Towards Enhancing Road Safety in South Carolina Using Insights from Traffic and Driver-Education Data (Student Abstract)
AAAI 2025
GraphQL Query Generation: A Large Training and Benchmarking Dataset
EMNLP 2024
LLM-powered GraphQL Generator for Data Retrieval
IJCAI 2024