๐Ÿ† #899 overall#10 of 58 in Topic Modeling

MilaNLProc /contextualized-topic-models

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.).

$ git clone https://github.com/MilaNLProc/contextualized-topic-models.git
GitHub social preview for MilaNLProc/contextualized-topic-models
Stars
1.3K
1,272
Forks
155
155
Language
Python
License
MIT
Created
Apr 4, 2020
6.5 years old
Last push
Jul 24, 2025

Categories

GitHub topics

More in Topic Modeling

Topic Modeling

bobxwu/TopMost

[ACL 2024 Demo] A Topic Modeling System Toolkit

๐Ÿง  Natural Language Processing
Jupyter NotebookApache-2.0updated Oct 14, 2025
GitHub โ†—โ˜… 291โ‘‚ 27
Topic Modeling

MaartenGr/BERTopic๐Ÿ”ฅ active

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

๐Ÿงฌ Embeddings๐Ÿง  Natural Language Processing
PythonMITupdated Sep 24, 2026
GitHub โ†—โ˜… 7.9Kโ‘‚ 921
Topic Modeling

MIND-Lab/OCTIS

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

๐Ÿง  Natural Language Processing
PythonMITupdated Jun 21, 2026
GitHub โ†—โ˜… 805โ‘‚ 116
Topic Modeling

stepthom/text_mining_resources

Resources for learning about Text Mining and Natural Language Processing

๐Ÿ’– Sentiment Analysis๐Ÿ—‚๏ธ Text Classification๐Ÿง  Natural Language Processing๐Ÿ’Ž Text Mining
Otherno licenseupdated Feb 9, 2023
GitHub โ†—โ˜… 599โ‘‚ 197
Topic Modeling

piskvorky/gensim

Topic Modelling for Humans

๐Ÿงฌ Embeddings๐Ÿ” Search & Retrieval๐Ÿง  Natural Language Processing
PythonLGPL-2.1updated Nov 1, 2025
GitHub โ†—โ˜… 16.5Kโ‘‚ 4.4K
Topic Modeling

baidu/Familia

A Toolkit for Industrial Topic Modeling

๐Ÿง  Natural Language Processing
C++BSD-3-Clauseupdated Jul 1, 2021
GitHub โ†—โ˜… 2.6Kโ‘‚ 583

Data from GitHub ยท snapshot Sep 24, 2026