Srujana Merugu
10 papers · 2005–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (20) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (9)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(20)
🐝
Cross-Pollinator
(9)
🌟
Keyword Trendsetter Combo
(3)
📈
Trend Setter
💎
Century Club
(10)
Conferences
NAACL (3)
ACL (2)
JMLR (2)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
in-context learning
(2)
bregman divergence
(2)
text classification
(1)
em algorithm
(1)
uncertainty quantification
(1)
machine translation
(1)
knowledge representation
(1)
matrix approximation
(1)
named entity recognition
(1)
semantic parsing
(1)
program synthesis
(1)
intent detection
(1)
k-means clustering
(1)
exponential family
(1)
maximum entropy
(1)
centroid-based clustering
(1)
rate distortion theory
(1)
prediction set
(1)
retrieval-augmented generation
(1)
conformal prediction
(1)
Papers
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
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
NAACL 2025
Intent Detection in the Age of LLMs
EMNLP 2024
Leveraging Uncertainty Estimates To Improve Classifier Performance
ICLR 2024
Conformal Prediction Sets for Ordinal Classification
NIPS 2023
Automated Digitization of Unstructured Medical Prescriptions
ACL 2023
CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics
ACL 2023
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation
JMLR 2007
Clustering with Bregman Divergences
JMLR 2005