Sunita Sarawagi

From Search to Sampling: Generative Models for Robust Algorithmic Recourse ICLR 2025 Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing NAACL 2025 Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025 Robust Root Cause Diagnosis using In-Distribution Interventions ICLR 2025 RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting EMNLP 2025 The Missing Alignment Link of In-context Learning on Sequences ICML 2025 Efficient Training of Language Models with Compact and Consistent Next Token Distributions ACL 2024 SALSA: Speedy ASR-LLM Synchronous Aggregation INTERSPEECH 2024 Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing AAAI 2024 PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect ICML 2024 Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023 Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL 2023 Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023 CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL EMNLP 2023 Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries EMNLP 2023 In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations ICLR 2023 Improving RNN-Transducers with Acoustic LookAhead INTERSPEECH 2023 Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding ACL 2022 Quality Scoring of Source Words in Neural Translation Models EMNLP 2022 Adapting Multilingual Models for Code-Mixed Translation EMNLP 2022 Focus on the Common Good: Group Distributional Robustness Follows ICLR 2022 Learning Recourse on Instance Environment to Enhance Prediction Accuracy NIPS 2022 Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers EMNLP 2022 Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts IJCAI 2022 Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages ACL 2022 Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study IJCNLP 2021 Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NIPS 2021 Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations NIPS 2021 Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021 Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration INTERSPEECH 2021 Training Data Augmentation for Code-Mixed Translation NAACL 2021 Robust Data Programming with Precision-guided Labeling Functions AAAI 2020 NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020 Learning from Rules Generalizing Labeled Exemplars ICLR 2020 What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL 2020 Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020 Black-Box Adaptation of ASR for Accented Speech INTERSPEECH 2020 Parallel Iterative Edit Models for Local Sequence Transduction EMNLP 2019 Posterior Attention Models for Sequence to Sequence Learning ICLR 2019 Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ACL 2019 Parallel Iterative Edit Models for Local Sequence Transduction IJCNLP 2019 Generalizing Across Domains via Cross-Gradient Training ICLR 2018 Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML 2018 Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018 Length bias in Encoder Decoder Models and a Case for Global Conditioning EMNLP 2016 Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection ICML 2014 MAP estimation in Binary MRFs via Bipartite Multi-cuts NIPS 2010 Collective Inference for Extraction MRFs Coupled with Symmetric Clique Potentials JMLR 2010