Contextualized Topic Models Alternatives

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.
Suggest Alternative
Alternatives To MilaNLProc/contextualized-topic-models
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
MilaNLProc/contextualized-topic-models 1,141 0 4 about 2 years ago 30 November 03, 2022 10 mit Python
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.
dselivanov/text2vec 829 15 18 over 2 years ago 10 November 09, 2023 24 other R
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
adjidieng/ETM 507 0 0 almost 3 years ago 0 30 mit Python
Topic Modeling in Embedding Spaces
TropComplique/lda2vec-pytorch 94 0 0 over 8 years ago 0 8 mit Jupyter Notebook
Topic modeling with word vectors
lffloyd/embedded-topic-model 68 0 0 over 2 years ago 8 September 06, 2023 1 mit Python
A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM
madrugado/Attention-Based-Aspect-Extraction 54 0 0 over 5 years ago 0 6 apache-2.0 Python
Code for unsupervised aspect extraction, using Keras and its Backends
benedekrozemberczki/NMFADMM 39 0 0 over 3 years ago 0 0 gpl-3.0 Python
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
kafkasl/contextualLSTM 26 0 0 almost 7 years ago 0 2 apache-2.0 Python
Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning
yao8839836/KGE-LDA 24 0 0 over 7 years ago 0 2 Java
Knowledge Graph Embedding LDA. AAAI 2017
sronnqvist/doc2topic 22 0 0 over 5 years ago 0 1 Python
Neural topic modeling
Alternatives To MilaNLProc/contextualized-topic-models
Select To Compare


Alternative Project Comparisons
Popular Embeddings Projects
Popular Topic Modeling Projects
Popular Machine Learning Categories
Related Searches
Get A Weekly Email With Trending Projects
No Spam. Unsubscribe easily at any time.
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2026 Awesome Open Source.  All rights reserved.