← Authors

Sunita Sarawagi

49 papers · 2010–2025 · 12 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (15) 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (13) 🀝 Dynamic Duo (11) πŸ† Grand Slam πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (174) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ”₯ Unstoppable (8) ❓ The Questioner πŸ“ˆ Trend Setter πŸ’Ž Century Club (49)

Conferences

EMNLP (11) ICLR (7) ACL (6) ICML (6) AAAI (4) INTERSPEECH (4) NIPS (4) IJCNLP (2) NAACL (2) EACL (1) IJCAI (1) JMLR (1)

Top co-authors

Abhijeet Awasthi (11) Preethi Jyothi (9) Vihari Piratla (8) Soumen Chakrabarti (7) Ashish Mittal (6) Lokesh Nagalapatti (4) Partha Talukdar (4) Sabyasachi Ghosh (3) Vaidehi Patil (3) Abir De (3)

Research topics

Architectures (1) Techniques (1)

Keywords

machine translation (6) semantic parsing (5) cross-lingual transfer (4) transfer learning (4) large language model (4) automatic speech recognition (4) domain adaptation (4) multilingual language model (3) language model (3) beam search (3) neural network (3) inference-time adaptation (3) data augmentation (3) low-resource language (3) text-to-sql parsing (3) parallel decoding (2) language relatedness (2) domain generalization (2) gaussian process (2) attention mechanism (2)

Papers

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