Towards big topic modeling

Author:

Yan JianFeng,Zeng Jia,Liu Zhi-Qiang,Yang Lu,Gao Yang

Funder

NSFC

Science and Technology Support Program of Jiangsu

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference52 articles.

1. Scalable inference in latent variable models;Ahmed,2012

2. A practical algorithm for topic modeling with provable guarantees;Arora,2013

3. On smoothing and inference for topic models;Asuncion,2009

4. Introduction to probabilistic topic models;Blei;Commun. ACM,2012

5. Latent Dirichlet allocation;Blei;J. Mach. Learn. Res.,2003

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DistSNNMF: Solving Large-Scale Semantic Topic Model Problems on HPC for Streaming Texts;Studies in Systems, Decision and Control;2020-06-27

2. Topic discovery in massive text corpora based on Min-Hashing;Expert Systems with Applications;2019-12

3. Topic extraction using local graph centrality and semantic similarity;Concurrency and Computation: Practice and Experience;2018-11-06

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