Shramona Chakraborty
4 papers · 2024–2026 · 2 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
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(4)
Generation
(4)
Resources & Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Models
(1)
Keywords
large language model
(3)
few-shot learning
(2)
workflow generation
(2)
code generation
(1)
natural language understanding
(1)
embedding similarity
(1)
retrieval-augmented generation
(1)
few-shot prompting
(1)
entity resolution
(1)
natural language interface
(1)
schema matching
(1)
query generation
(1)
utterance decomposition
(1)
semantic attribute alignment
(1)
edge prediction
(1)
stage prediction
(1)
classifier-augmented generation
(1)
workflow prediction
(1)
schema unification
(1)
etl flow
(1)
Papers
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
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
GraphQL Query Generation: A Large Training and Benchmarking Dataset
EMNLP 2024