Debarati Das
6 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Unstoppable · Bronze
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
fair clustering
(2)
consensus clustering
(2)
approximation algorithm
(2)
intent classification
(1)
text style transfer
(1)
correlation clustering
(1)
text matching
(1)
clustering algorithm
(1)
human-ai collaboration
(1)
vision-language model
(1)
protected group
(1)
human-ai interaction
(1)
writing assistance
(1)
training data distribution
(1)
pseudo-parallel dataset
(1)
multi-style transfer
(1)
user intent
(1)
tweet classification
(1)
training dataset
(1)
disparate impact
(1)
Papers
Generalizing Fair Clustering to Multiple Groups: Algorithms and Applications
AAAI 2026
Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
EMNLP 2025
Towards Fair Representation: Clustering and Consensus
COLT 2025
Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models
NAACL 2024
Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer
ACL 2023
AdBERT: An Effective Few Shot Learning Framework for Aligning Tweets to Superbowl Advertisements
COLING 2022