neural-topic-models topic

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

MilaNLProc

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

MIND-Lab

Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).

BobXWu

A Topic Modeling System Toolkit

BobXWu

Papers of Neural Topic Models (NTMs)

BobXWu

Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)

BobXWu

Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at differen...

hamedR96

A versatile Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sci...

AnFreTh

A Fast, Adaptive, Stable, and Transferable Topic Model

BobXWu