Rajat Kumar
3 papers · 2022–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NAACL (2)
EMNLP (1)
Top co-authors
Keywords
intent detection
(2)
semi-supervised learning
(1)
semi-supervised clustering
(1)
supervised contrastive learning
(1)
iterative learning
(1)
pseudo label
(1)
model validation
(1)
dialogue system
(1)
contrastive clustering
(1)
model accuracy
(1)
generative replay
(1)
intent discovery
(1)
prompt-based generation
(1)
automated model update
(1)
stratified testing
(1)
model variance
(1)
nlu system
(1)
iterative model building
(1)
deep contrastive clustering
(1)
continual learning
(1)
Papers
Iterative Stratified Testing and Measurement for Automated Model Updates
EMNLP 2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering
NAACL 2022
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection
NAACL 2022