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Suman Adhya's Projects

clntm icon clntm

Forked repo of the paper "Contrastive Learning for Neural Topic Model"

ctmkd icon ctmkd

CTMKD is a inter-VAE knowledge distillation framework.

ctmneg icon ctmneg

CTMNeg introduced negative sampling in Contextualized Topic Model to improve the generated topic quality in terms of topic coherence and topic diversity.

gctm icon gctm

Implementation of Graph Contrastive Topic Model

ginopic icon ginopic

This repository is dedicated to the paper "GINopic: Topic Modeling with Graph Isomorphism Network," accepted at NAACL 2024.

gwae icon gwae

PyTorch Implementation for Gromov-Wasserstein Autoencoders (GWAE)

indian_parliament_qna icon indian_parliament_qna

This repository is dedicated to the paper titled "What Does the Indian Parliament Discuss? An Exploratory Analysis of the Question Hour in the Lok Sabha".

ntms_dropout_analysis icon ntms_dropout_analysis

This repository is associated with the paper "Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling", accepted at EACL 2023.

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