AdhyaSuman

GINopic

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

CTMNeg

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

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.

CTMKD

CTMKD is a inter-VAE knowledge distillation framework.

International_Travel_Grants

Details related to the international travel grants for Indian students.

Papers-Posterior-Collapse

Papers on Posterior Collapse

AdhyaSuman

AdhyaSuman.github.io

Web

CLNTM

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

Eval_NegTM

This repository is dedicated to the paper "Evaluating Negative Sampling Approaches for Neural Topic Models".

GCTM

Implementation of Graph Contrastive Topic Model

gwae

PyTorch Implementation for Gromov-Wasserstein Autoencoders (GWAE)

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".

Neural-Topic-Modeling-vmf

Semi supervised Topic Modeling using Neural Network

Spherical_Sliced-Wasserstein

ICLR 2023 - Spherical-Sliced Wasserstein