Improving Topic Coherence Using Parsimonious Language Model and Latent Semantic Indexing
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Publisher
Springer Singapore
Link
http://link.springer.com/content/pdf/10.1007/978-981-15-1420-3_89
Reference16 articles.
1. Hu Y, Boyd-Graber J, Satinoff B, Smith A (2014) Interactive topic modeling. J Mach Learn 95(3):423–469
2. Soleimani H, Miller DJJ (2015) Parsimonious topic models with salient word discovery. IEEE Trans Knowl Data Eng 27(3):824–837
3. Zhang L, Jiang L, Li C, Kong G (2016) Two feature weighting approaches for naive Bayes text classifiers. J Knowl Based Syst 100:137–144
4. Das R, Zaheer M, Dyer C (2015) Gaussian LDA for topic models with word embeddings. In: Proceedings of the 53rd annual meeting of the association for computational linguistics and the 7th international joint conference on natural language processing, vol 1: long papers, pp 795–804
5. Agrawal A, Fu W, Menzies T (2018) What is wrong with topic modeling? And how to fix it using search-based software engineering. J Inf Softw Technol 98:74–88
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