Suman Adhya
4 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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The Questioner
Top co-authors
Research topics
Keywords
topic modeling
(3)
variational autoencoder
(2)
text mining
(1)
information retrieval
(1)
sliced wasserstein distance
(1)
temporal analysis
(1)
dropout regularization
(1)
interactive visualization
(1)
encoder-decoder architecture
(1)
neural topic model
(1)
posterior collapse
(1)
bert embedding
(1)
topic quality
(1)
hyperspherical space
(1)
overfitting prevention
(1)
large language model
(1)
hyperspherical embedding
(1)
graph isomorphism network
(1)
document collection
(1)
von mises-fisher prior
(1)
Papers
DTECT: Dynamic Topic Explorer & Context Tracker
AAAI 2026
S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling
ACL 2025
GINopic: Topic Modeling with Graph Isomorphism Network
NAACL 2024
Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling
EACL 2023