Srujana Merugu
10 papers · 2005–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (29) π£ Hot Topic Early Bird π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Silver
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Keyword Trendsetter Combo
(3)
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Century Club Β· Bronze
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Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Resources & Methods
(4)
Application Areas
(3)
Applications Β· Natural Language Processing
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Understanding
(2)
Data Science & Analytics
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Keywords
bregman divergence
(2)
in-context learning
(2)
maximum entropy
(1)
text classification
(1)
k-means clustering
(1)
em algorithm
(1)
machine translation
(1)
isotonic regression
(1)
centroid-based clustering
(1)
knowledge representation
(1)
named entity recognition
(1)
semantic parsing
(1)
program synthesis
(1)
intent detection
(1)
uncertainty quantification
(1)
domain adaptation
(1)
exponential family
(1)
matrix approximation
(1)
binary classification
(1)
conformal prediction
(1)
Papers
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
NAACL 2025
RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy
NAACL 2025
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning
NAACL 2025
Intent Detection in the Age of LLMs
EMNLP 2024
Leveraging Uncertainty Estimates To Improve Classifier Performance
ICLR 2024
Automated Digitization of Unstructured Medical Prescriptions
ACL 2023
CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics
ACL 2023
Conformal Prediction Sets for Ordinal Classification
NeurIPS 2023
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation
JMLR 2007
Clustering with Bregman Divergences
JMLR 2005