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Research article

First published 2020-2

Identifying empirical studies for mixed studies reviews: The mixed filter and the automated text classifier

Reem El Sherif, Alexis Langlois, Xiao Pandu [...]

Education for Information

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Research article

First published 2025

Navigating the Risks of Using Large Language Models for Text Annotation in Social Science Research

Hao Lin, Yongjun Zhang

Social Science Computer Review

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Research article

First published 2026

Automating enterprise industry classifications for official statistics: Leveraging text-based similarity measures

Perkins Watambwa, Lawrence Dhliwayo, James Lepkowski

Statistical Journal of the IAOS

Free access

Research article

First published 2018-3

Identifying free-text features to improve automated classification of structured histopathology reports for feline small intestinal disease

Abdullah Awaysheh, Jeffrey Wilcke, François Elvinger [...]

Journal of Veterinary Diagnostic Investigation

Open access

Research article

First published 2022-8

Measuring the diffusion of conspiracy theories in digital information ecologies

Annett Heft, Kilian Buehling

Convergence: The International Journal of Research into New Media Technologies

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Research article

First published 2023-9

Analyzing Cognitive Load Associated with Manual Text Classification Task Using Eye Tracking

Jeevithashree Divya Venkatesh, Aparajita Jaiswal, Gaurav Nanda

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Open access

Research article

First published 2022-10

Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach

Alexandre Hudon, Mélissa Beaudoin, Kingsada Phraxayavong [...]

Health Informatics Journal

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Research article

First published 2025-2

Automating Pedestrian Crash Typology Using Transformer Models

Amir Hossein Oliaee, Subasish Das, Minh Le

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2023-9

Improving Patient Safety Event Report Classification with Machine Learning and Contextual Text Representation

Hongbo Chen, Eldan Cohen, Dulaney Wilson [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2019-8

Text classification for cognitive domains: A case using lexical,syntactic and semantic features

Chen Qiao, Xiao Hu

Journal of Information Science

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