Leveraging BERT and c-TF-IDF to create easily interpretable topics.
nlp machine-learning topic transformers topic-modeling bert topic-models sentence-embeddings topic-modelling ldavis
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Oct 21, 2026 - Python
topic-models - 技术专题
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Here are 77 public repositories matching this topic...
A Toolkit for Industrial Topic Modeling
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Jul 1, 2021 - C++
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
nlp natural-language-processing hyperparameter-optimization topic-modeling nlp-library bayesian-optimization hyperparameter-tuning latent-dirichlet-allocation evaluation-metrics neural-topic-models latent-semantic-analysis topic-models hyperparameter-search non-negative-matrix-factorization nlproc
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Jun 21, 2026 - Python
Python package of Tomoto, the Topic Modeling Tool
nlp python-library topic-modeling latent-dirichlet-allocation topic-models supervised-lda correlated-topic-model hierarchical-dirichlet-processes pachinko-allocation dirichlet-multinomial-regression
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Feb 21, 2026 - C++
[ACL 2024 Demo] A Topic Modeling System Toolkit
nlp package library toolkit topic-modeling nlp-library nlp-machine-learning neural-topic-models topic-models topic-model topic-modelling topic-modeling-analysis topic-model-analysis neural-topic-modeling
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Oct 14, 2025 - Jupyter Notebook
[NeurIPS 2024] A Fast, Adaptive, Stable, and Transferable Topic Model
word-embeddings topic-modeling neural-topic-models topic-models document-embedding topic-model topic-modelling topic-modeling-analysis sentence-encoder neural-topic-modeling
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Aug 13, 2026 - Python
An R package for Keyword Assisted Topic Models
natural-language-processing r rcpp political-science latent-dirichlet-allocation topic-models social-science rcppeigen
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Jan 19, 2026 - R
✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)
nlp text-mining awesome topic-modeling awesome-list latent-dirichlet-allocation dirichlet-process-mixtures latent-semantic-analysis topic-models non-negative-matrix-factorization dynamic-topic-modeling sentence-lda dirichlet-multinomial topic-model truncated-svd hierarchical-dirichlet-processes labeled-lda author-topic-model
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Jul 11, 2022
Papers of Neural Topic Models (NTMs)
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Jul 25, 2024
A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM
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Sep 6, 2023 - Python
A Java package for the LDA and DMM topic models
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Apr 17, 2019 - Java
Biterm Topic Model (BTM): modeling topics in short texts
visualization python nlp data-science machine-learning natural-language-processing cython topic-modeling nlp-machine-learning btm topic-models biterm-topic-model
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Aug 27, 2026 - Python
A collection of topic diversity measures for topic modeling
topic-modeling gensim lda latent-dirichlet-allocation evaluation-metrics topic-models topic-model topic-modeling-analysis topic-diversity topic-diversity-measures
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Aug 3, 2021 - Python
A Latent Dirichlet Allocation implementation in Python.
python nlp machine-learning natural-language-processing machine-learning-algorithms topic-modeling bayesian-inference lda variational-inference latent-dirichlet-allocation gibbs-sampling gibbs-sampler topic-models
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Mar 24, 2019 - Python
Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)
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Mar 6, 2024 - Python
ACL Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sciences, STREAM simplifies the extraction, interpretation, and visualization of topics from large, complex datasets.
nlp topic-modeling lda nlp-library nlp-machine-learning document-clustering neural-topic-models topic-models ntm topic-model nlp-toolkit topic-model-analysis neural-topic-modeling topic-modeling-package
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Oct 6, 2026 - Python
Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"
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Nov 11, 2020 - Python
How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119
language text-mining text modeling topics word-embeddings embeddings topic-modeling domain-specific-language latent-dirichlet-allocation latent-variable-models topic-models sentence-embeddings smooth-inverse-frequency topic-modeling-analysis semantic-directions
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Jun 18, 2023 - Jupyter Notebook