Published in Scientometrics, 130(4), 2311-2343, 2025
Uses section-level structure and content to improve keyphrase extraction from full academic articles.
Recommended citation: Zhang, C., Yan, X., Zhao, L., & Zhang, Y. (2025). Enhancing keyphrase extraction from academic articles using section structure information. Scientometrics, 130(4), 2311-2343.
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Published in Proceedings of the Association for Information Science and Technology, 61(1), 435-446, 2024
Introduces a multimodal academic-paper dataset combining document text with image- and audio-derived text for keyword extraction.
Recommended citation: Zhang, J., Yan, X., Xiang, Y., Zhang, Y., & Zhang, C. (2024). Building a Multimodal Dataset of Academic Paper for Keyword Extraction. Proceedings of the Association for Information Science and Technology, 61(1), 435-446.
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Published in Proceedings of the Association for Information Science and Technology, 61(1), 1147-1149, 2024
Examines article highlights as an additional evidence source for unsupervised keyword extraction.
Recommended citation: Yi, X., Xinyi, Y., & Zhang, C. (2024). Enhancing Keyword Extraction from Academic Articles Using Highlights. Proceedings of the Association for Information Science and Technology, 61(1), 1147-1149.
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Published in Information Processing & Management, 61(2), 103614, 2024
Integrates eye-tracking and EEG features with neural keyphrase extraction models for microblog text.
Recommended citation: Yan, X., Zhang, Y., & Zhang, C. (2024). Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs. Information Processing & Management, 61(2), 103614.
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