Epinions Annotated Reviews Dataset
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Updated
Mar 6, 2015
Epinions Annotated Reviews Dataset
[ICDM2017] Aspect Sentiment Model for Micro Reviews
This is an example of machine-learning for LDA, data is derived from Hilary's mails.
[AAAI2019] AutoSense Model for Word Sense Induction
Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)
Quality Metrics for Topic Modeling
Topic Model in python
a cpp implementation of sparse biterm topic model, 10x faster than origin implementation because using sparse-sampler.
a fast Cpp-implementation Hierarchy Latent Dirichlet Allocation algorithm, can aggregate stop-words/meaningless-high-frequency-words into "common-topic"(a rubbish words bucket) and generate K(number of topics you set) more pure "special-topics".
Cross-Domain Labeled LDA (CDL-LDA)
Content-based recommender system for scientific research articles, with Dash application for browsing 100+ subdomains developed through extensive NMF topic modeling.
Toying around with text mining and topic modelling of conservation plans
implementation of continuous space topic model for modeling text through gaussian processes
automatic creation of probabilistic topic models as web services with RESTful interface
A Recommendation System for Navigating COVID-19 Research Articles with NLP and Unsupervised ML topic modeling
A collection of topic diversity measures for topic modeling
LDA topic model guided by word2vec's semantic relationship -- about my undergraduate graduation thesis of "educational informatization"
Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python
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