Suman Adhya

According to our database, Suman Adhya authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluating Negative Sampling Approaches for Neural Topic Models.

Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal, Partha Pratim Das

IEEE Trans. Artif. Intell., November, 2024

GINopic: Topic Modeling with Graph Isomorphism Network.

Suman Adhya, Debarshi Kumar Sanyal

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

Improving Neural Topic Models with Wasserstein Knowledge Distillation.

Suman Adhya, Debarshi Kumar Sanyal

Proceedings of the Advances in Information Retrieval, 2023

Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling.

Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

What Does the Indian Parliament Discuss? An Exploratory Analysis of the Question Hour in the Lok Sabha.

Suman Adhya, Debarshi Kumar Sanyal

Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022

Improving Contextualized Topic Models with Negative Sampling.

Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal, Partha Pratim Das

Proceedings of the 19th International Conference on Natural Language Processing, 2022