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Topic Modeling on Arabic Language Dataset: Comparative Study
2022Aly Abdelrazek +3 more
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ViFinClass: A Benchmark Dataset for Vietnamese Financial News Topic Classification
International Journal of Asian Language ProcessingIn this paper, we introduce ViFinClass, the first large-scale benchmark dataset for Vietnamese financial news topic classification. Collected from CafeF between 2006 and 2023, the dataset contains over 30,000 curated articles across five major financial topics: Banking and Finance, Stock Market, Real Estate, International Finance, and Macroeconomics ...
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Selecting the Number and Labels of Topics in Topic Modeling: A Tutorial
Advances in Methods and Practices in Psychological Science, 2023Sara J Weston, Ian Shryock, Ryan Light
exaly
Evaluating Unsupervised Hierarchical Topic Models Using a Labeled Dataset
Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings, 2023Judicael Poumay, Ashwin Ittoo
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Does Topic Consistency Matter? A Study of Critic and User Reviews in the Movie Industry
Journal of Marketing, 2023Shijie Lu, Xin Wang
exaly
Improving topic disentanglement via contrastive learning
Information Processing and Management, 2023Xixi Zhou, Jiajun Bu, Sheng Zhou
exaly
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
Multimedia Tools and Applications, 2018Hamed Jelodar, Yongli Wang, Feng Xia
exaly
Topic modelling for qualitative studies
Journal of Information Science, 2017Sergey I Nikolenko +2 more
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An alternative topic model based on Common Interest Authors for topic evolution analysis
Journal of Informetrics, 2020Sukhwan Jung, Wan Chul Yoon
exaly