9 results found Sort:

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.).
Created 2020-04-04
569 commits to master branch, last one 9 months ago
105
729
mit
15
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Created 2020-03-13
1,150 commits to master branch, last one 3 months ago
13
193
apache-2.0
2
A Topic Modeling System Toolkit
Created 2023-09-03
58 commits to main branch, last one 12 days ago
Papers of Neural Topic Models (NTMs)
Created 2022-10-08
40 commits to master branch, last one 3 months ago
4
43
unknown
3
Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).
Created 2020-04-22
3 commits to master branch, last one 8 months ago
4
39
apache-2.0
2
A Fast, Adaptive, Stable, and Transferable Topic Model
Created 2024-03-24
18 commits to master branch, last one 16 days ago
2
39
unknown
1
Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)
Created 2023-04-24
2 commits to master branch, last one 8 months ago
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...
Created 2023-02-01
43 commits to main branch, last one about a year ago
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...
Created 2024-02-11
394 commits to main branch, last one about a month ago