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nlp:topic_modeling

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nlp:topic_modeling [2023/09/06 09:29] – [Papers] jmflanignlp:topic_modeling [2023/09/06 09:33] (current) – [Overviews] jmflanig
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   * [[https://en.wikipedia.org/wiki/Topic_model|Wikipedia - Topic Model]]   * [[https://en.wikipedia.org/wiki/Topic_model|Wikipedia - Topic Model]]
   * [[https://oar.princeton.edu/bitstream/88435/pr1bv3w/1/OA_IntroductionProbabilisticTopicModels.pdf|Blei 2012 - Introduction to Probabilistic Topic Models]]   * [[https://oar.princeton.edu/bitstream/88435/pr1bv3w/1/OA_IntroductionProbabilisticTopicModels.pdf|Blei 2012 - Introduction to Probabilistic Topic Models]]
 +  * Surveys
 +    * [[https://dl.acm.org/doi/pdf/10.1145/3507900?casa_token=dix6D7eQu6QAAAAA:ibflHjUrVvZVK50u_z43d9bIuxt4W8_i9qEF55lpvYe1Up5_Dp_VWf7f-iV4Uz81ac9uf6Y-fZKMfw|Churchill & Singh 2022 - The Evolution of Topic Modeling]]
  
 ===== Papers ===== ===== Papers =====
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     * [[https://arxiv.org/pdf/2006.03354.pdf|Song et al 2020 - Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus]]     * [[https://arxiv.org/pdf/2006.03354.pdf|Song et al 2020 - Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus]]
     * [[https://arxiv.org/pdf/2108.10755.pdf|Cheevaprawatdomrong et al 2021 - More Than Words: Collocation Tokenization for Latent Dirichlet Allocation Models]]     * [[https://arxiv.org/pdf/2108.10755.pdf|Cheevaprawatdomrong et al 2021 - More Than Words: Collocation Tokenization for Latent Dirichlet Allocation Models]]
 +    * **[[https://arxiv.org/pdf/2203.05794.pdf|Grootendorst et al 2022 - BERTopic: Neural topic modeling with a class-based TF-IDF procedure]]**
   * Applications   * Applications
     * [[https://aclanthology.org/P11-1098.pdf|Chambers & Jurafsky 2011 - Template-Based Information Extraction without the Templates]]     * [[https://aclanthology.org/P11-1098.pdf|Chambers & Jurafsky 2011 - Template-Based Information Extraction without the Templates]]
nlp/topic_modeling.1693992566.txt.gz · Last modified: 2023/09/06 09:29 by jmflanig
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