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BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study

• Authors : Mutsaddi, Atharva; Jamkhande, Anvi; Thakre, Aryan

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; I.2.7

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MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling

• Authors : Ruohan Wang; Zilong Wang; Ziyang Song

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Artificial Intelligence (cs.AI)

• Source: Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. :1-8

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Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques

• Authors : Nanyonga, Aziida; Wasswa, Hassan; Turhan, Ugur

Subjects: FOS: Computer and information sciences; Computer Science - Computation and Language; Artificial Intelligence (cs.AI)

• Source: 2024 IEEE Region 10 Symposium (TENSYMP). :1-6

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Tensor Topic Modeling Via HOSVD

• Authors : Liu, Yating; Donnat, Claire

Subjects: FOS: Computer and information sciences; FOS: Mathematics; Mathematics - Statistics Theory

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Semiparametric Latent Topic Modeling on Consumer-Generated Corpora

• Authors : Dominic B. Dayta; Erniel B. Barrios

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Computer Science - Computation and Language

• Source: Annals of Data Science.

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Leveraging Large Language Models and Topic Modeling for Toxicity Classification

• Authors : Haniyeh Ehsani Oskouie; Christina Chance; Claire Huang

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Computer Science - Computation and Language

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Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning

• Authors : Gao, Xin; Lin, Yang; Li, Ruiqing

Subjects: FOS: Computer and information sciences; Artificial Intelligence (cs.AI); Computer Science - Artificial Intelligence

• Source: 2024 IEEE 40th International Conference on Data Engineering (ICDE). :584-597

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Insights into the nutritional prevention of macular degeneration based on a comparative topic modeling approach

• Authors : Lucas Jacaruso

Subjects: FOS: Computer and information sciences; Computer Science - Computation and Language; Natural language processing

• Source: PeerJ Comput SciPeerJ Computer Science, Vol 10, p e1940 (2024)

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Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models

• Authors : Nanyonga, Aziida; Wasswa, Hassan; Wild, Graham

Subjects: FOS: Computer and information sciences; Computer Science - Computation and Language; Topic Modeling, Aviation Safety, Aviation Accident Reports, Machine Learning, LDA, NMF

• Source: 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON). :1-2

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GINopic: Topic Modeling with Graph Isomorphism Network

• Authors : Adhya, Suman; Sanyal, Debarshi Kumar

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Computer Science - Computation and Language

• Source: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). :6171-6183

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