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Aug 23, 2024 - Python
neural-topic-models
Here are 13 public repositories matching this topic...
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
"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
Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)
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May 24, 2024 - Python
Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)
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Mar 6, 2024 - Python
A Fast, Adaptive, Stable, and Transferable Topic Model
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Aug 28, 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
Papers of Neural Topic Models (NTMs)
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Jul 25, 2024
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 Topic Modeling System Toolkit
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Sep 14, 2024 - Jupyter Notebook
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
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Jul 25, 2024 - Python
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
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