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Cereal-legume intercropping: a smart review using topic modelling. [PDF]
Front Plant Sci, 2023 IntroductionOver the last decade, there has been a growing interest in cereal-legume intercropping for sustainable agriculture. As a result numerous papers, including reviews, focus on this topic.
Landschoot S +5 more
europepmc +2 more sources
Two-stage topic modelling of scientific publications: A case study of University of Nairobi, Kenya. [PDF]
PLoS One, 2021 Unsupervised statistical analysis of unstructured data has gained wide acceptance especially in natural language processing and text mining domains. Topic modelling with Latent Dirichlet Allocation is one such statistical tool that has been successfully ...
Muchene L, Safari W.
europepmc +2 more sources
Topic Modeling: A Comprehensive Review [PDF]
EAI Endorsed Transactions on Scalable Information Systems, 2020 Topic modelling is the new revolution in text mining. It is a statistical technique for revealing the underlying semantic structure in large collection of documents.
Pooja Kherwa, Poonam Bansal
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Topic based document modeling for information filtering
CTU Journal of Innovation and Sustainable Development, 2023 Information Filtering (IF), which has been popularly studied in recent years, is one of the areas that applies document retrieval techniques for dealing with the huge amount of information. In IF systems, modelling user’s interest and filtering relevant
Tran Diem Hanh Nguyen
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Pemodelan topik pada dokumen paten terkait pupuk di Indonesia berbasis Latent Dirichlet Allocation
Berkala Ilmu Perpustakaan dan Informasi, 2021 Introduction. Fertilizer is one of the most important production factors in the world of agriculture. It is crucial to increase the capacity of technology related to fertilizers.
Aris Yaman, Bagus Sartono, Agus M. Soleh
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Qualitative Comparison of Native and Machine-Translated Parliamentary Debates
Digital Humanities in the Nordic and Baltic Countries Publications, 2022 Machine translation (MT) models have become increasingly accurate and widely accessible for multiple languages in recent years. They can potentially lift the barriers to applying NLP tools and methods to previously unsupported languages and boost ...
Ajda Pretnar Žagar
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MAPPING THE CHATTER: SPATIAL METAPHORS FOR DYNAMIC TOPIC MODELLING OF SOCIAL MEDIA [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022 Topic modelling is a branch of Natural Language Processing (NLP) that deals with the discovery of conversation topics in a given document corpus. In social media, this translates into aggregating social media posts, e.g.
L. Morandini +2 more
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Topic Modelling Discourse Dynamics in Historical Newspapers
Digital Humanities in the Nordic and Baltic Countries Publications, 2021 This paper addresses methodological issues in diachronic data analysis for historical research. We apply two families of topic models (LDA and DTM) on a relatively large set of historical newspapers, with the aim of capturing and understanding ...
Jani Marjanen +4 more
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A Survey on Forms of Visualization and Tools Used in Topic Modelling
JOIV: International Journal on Informatics Visualization, 2023 In this paper, we surveyed recent publications on topic modeling and analyzed the forms of visualizations and tools used. Expectedly, this information will help Natural Language Processing (NLP) researchers to make better decisions about which types of ...
Ruhaila Maskat +3 more
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Digital Humanities in the Nordic and Baltic Countries Publications, 2021 A topic modelling tool was adapted to requirements for a collection of Swedish folk legends. To offer an overview of a list of folk legend texts, which had been automatically extracted by the topic modelling tool, snippet text versions of the folk ...
Maria Skeppstedt +2 more
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