Sunita Sarawagi

Indian Institute of Technology Bombay — India

Computer Science · Physical Sciences

47h-index10.7kcitations191works0.52yr avg
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Research Topics

Topic Modeling(53), Advanced Database Systems and Queries(45), Natural Language Processing Techniques(42), Data Management and Algorithms(36), Data Quality and Management(29)

Publications191 total

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding
Proceedings of the ACM on Management of Data·2025Open Access
TFMAdapter: Lightweight Instance-Level Adaptation of Foundation Models for Forecasting with Covariates
2025Open Access
Retrieval and Augmentation of Domain Knowledge for Text-to-SQL Semantic Parsing
arXiv (Cornell University)·2025Open Access
Skip-Salsa: Skip Synchronous Fusion of ASR LLM Decoders
2025
From Search To Sampling: Generative Models For Robust Algorithmic Recourse
arXiv (Cornell University)·2025Open Access
Robust Root Cause Diagnosis using In-Distribution Interventions
arXiv (Cornell University)·2025Open Access
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 4 citedOpen Access
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
arXiv (Cornell University)·2025Open Access
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
arXiv (Cornell University)·2025Open Access
RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting
2025Open Access
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
2025Open Access
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class
arXiv (Cornell University)·2024Open Access
Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities
arXiv (Cornell University)·2024Open Access
SALSA: Speedy ASR-LLM Synchronous Aggregation
2024· 4 cited
Efficient Training of Language Models with Compact and Consistent Next Token Distributions
arXiv (Cornell University)·2024Open Access
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
arXiv (Cornell University)·2024Open Access
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 2 citedOpen Access
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing
arXiv (Cornell University)·2024Open Access
Efficient Training of Language Models with Compact and Consistent Next Token Distributions
2024Open Access
Modern AI for Analyzing Large Structured Databases: Opportunities and Challenges
2023Open Access
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Frequent Co-authors

Soumen Chakrabarti(7), Shantanu Godbole(4), Rakesh Agrawal(4), Shiby Thomas(4), Vihari Piratla(4), Michael Stonebraker(4), Raghu Ramakrishnan(3), Vinayak Borkar(3), Kaustubh Deshmukh(3), Rahul Gupta(3), William W. Cohen(2), Shiv Shankar(2), Siddhartha Chaudhuri(2), Preethi Jyothi(2), Rakesh Agrawal(2), Anastasia Ailamaki(2), Philip A. Bernstein(2), Kyle Palos(2), Michael J. Carey(2), Surajit Chaudhuri(2)