neural-topic-models
Here are 12 public repositories matching this topic...
"Modeling electronic health record data using an end-to-end knowledge-graph-informed topic model" paper on Sci Rep (2022)
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Mar 16, 2023 - Python
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.
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Nov 6, 2023 - Jupyter Notebook
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.).
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Jan 16, 2024 - Python
Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)
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Mar 6, 2024 - Python
Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).
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Mar 6, 2024 - Python
This repository is associated with the paper "Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling", accepted at EACL 2023.
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Apr 9, 2024 - Python
Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)
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May 24, 2024 - Python
Papers of Neural Topic Models (NTMs)
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Jun 14, 2024
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
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Jun 15, 2024 - Python
A Topic Modeling System Toolkit
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Jul 10, 2024 - Jupyter Notebook
A Fast, Adaptive, Stable, and Transferable Topic Model
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Jul 10, 2024 - Python
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