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Search results for neural topic models

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7 search results found

Contextualized Topic Models ⭐ 1,141

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.

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

Towards the TopMost: A Topic Modeling System Toolkit

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 different periods, and aligns document clusters to represent topic evolution.

Paper Neural Topic Models ⭐ 15

Papers of Neural Topic Models (NTMs)

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

Neural_topic_models ⭐ 7

neural_topic_models

1-7 of 7 search results

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