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Collaborations and top research areas from the last five years
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Coherence and comprehensibility: Large language models predict lay understanding of health-related content
Cohen, T., Xu, W., Guo, Y., Pakhomov, S. & Leroy, G., Jan 2025, In: Journal of Biomedical Informatics. 161, 104758.Research output: Contribution to journal › Article › peer-review
Open Access -
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization
Guo, Y., August, T., Leroy, G., Cohen, T. & Wang, L. L., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 9194-9211 18 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Personalized Jargon Identification for Enhanced Interdisciplinary Communication
Guo, Y., Chang, J. C., Antoniak, M., Bransom, E., Cohen, T., Wang, L. L. & August, T., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 4535-4550 16 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Retrieval augmentation of large language models for lay language generation
Guo, Y., Qiu, W., Leroy, G., Wang, S. & Cohen, T., Jan 2024, In: Journal of Biomedical Informatics. 149, 104580.Research output: Contribution to journal › Article › peer-review
Open Access -
Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record
Uyeda, A. M., Curtis, J. R., Engelberg, R. A., Brumback, L. C., Guo, Y., Sibley, J., Lober, W. B., Cohen, T., Torrence, J., Heywood, J., Paul, S. R., Kross, E. K. & Lee, R. Y., Jun 2022, In: Journal of Pain and Symptom Management. 63, 6, p. e713-e723Research output: Contribution to journal › Article › peer-review
Open Access