News and Updates:
Publications:
Evaluating Negative Sampling Approaches for Neural Topic Models
, Avishek Lahiri, Debarshi Kumar Sanyal, Partha Pratim Das
IEEE-TAI | IEEE Transactions on Artificial Intelligence
IEEE Vol. 5, Issue. 11|
arXiv|
code
GINopic: Topic Modeling with Graph Isomorphism Network
, Debarshi Kumar Sanyal
NAACL'24 | North American Chapter of the Association for Computational Linguistics
proceedings|
arXiv|
presentation|
code
Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling
, Avishek Lahiri, Debarshi Kumar Sanyal
EACL'23 | European Chapter of the Association for Computational Linguistics
proceedings|
arXiv|
presentation|
code
Improving Neural Topic Models with Wasserstein Knowledge Distillation
, Debarshi Kumar Sanyal
ECIR'23 | European Conference on Information Retrieval
proceedings|
arXiv|
presentation|
code
Improving Contextualized Topic Models with Negative Sampling
, Avishek Lahiri, Debarshi Kumar Sanyal, Partha Pratim Das
ICON'22 | International Conference on Natural Language Processing
proceedings|
arXiv|
presentation|
code
What Does the Indian Parliament Discuss? An Exploratory Analysis of the Question Hour in the Lok Sabha
, Debarshi Kumar Sanyal
PoliticalNLP @ LREC'22 | Natural Language Processing for Political Sciences
proceedings|
arXiv|
presentation
code
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