Suman Adhya
4 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (12)
β
The Questioner
Conferences
AAAI (1)
ACL (1)
EACL (1)
NAACL (1)
Top co-authors
Keywords
topic modeling
(3)
variational autoencoder
(2)
text mining
(1)
information retrieval
(1)
sliced wasserstein distance
(1)
temporal analysis
(1)
dropout regularization
(1)
sliced-wasserstein distance
(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)
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