multilingual-topic-models

There are 2 repositories under multilingual-topic-models topic.

• 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.

  topic-modelingberttransformerembeddingstext-as-datatopic-coherencemultilingual-topic-modelsmultilingual-modelsneural-topic-modelsnlpnlp-librarynlp-machine-learning
  Language:Python 1159

• BobXWu / InfoCTM

  Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)

  cross-lingualmultilingual-topic-modelstopic-modeling
  Language:Python 22

• BobXWu / CNPMI

  Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.

  cross-lingualmultilingual-topic-modelstopic-modeling
  Language:Python 12

• ezosa / multilingual_dtm

  Implementation of the Multilingual Dynamic Topic Model as presented in our paper

  dynamic-topic-modelingmultilingual-topic-modelstopic-modeling
  Language:Python 8

• fyzbt / mtms

  files for experimenting with Multilingual Topic Models

  topic-modelingmultilingual-topic-modelsnlppltmmtanchor
  Language:Jupyter Notebook 5