Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)
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Updated
Jul 30, 2019 - Java
Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)
The implementation of 'Effective Document Labeling with Very Few Seed Words: A Topic Modeling Approach', Chenliang Li, Jian Xing, Aixin Sun, Zongyang Ma, https://doi.org/10.1145/2983323.2983721
[AAAI2019] AutoSense Model for Word Sense Induction
The implementation of GPU-based Dirichlet Multinomial Mixture model (GPU-DMM) (published in SIGIR 2016)
[ICDM2017] Aspect Sentiment Model for Micro Reviews
Our implementation of collapsed Gibbs Sampling algorithm for Dirichlet Multinomial Mixture model(GSDMM) (published in KDD 2014)
This is the java implementation of paper "Multi-label Dataless Text Classification with Topic Modeling", Daochen Zha, Chenliang Li, https://arxiv.org/abs/1711.01563
The java implementation of "Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings" TOIS 2017, Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma, https://dl.acm.org/citation.cfm?doid=3133943.3091108
The java implementation of "Seed-Guided Topic Model for Document Filtering and Classification ", TOIS 2018.
TV-content Recommendation System using Topic Model for content-based filtering and AI-powered search along with custom algorithms. Additionally, simulation of user behavior.
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