Papers by Indika Kahanda
RDoC Task at BioNLP-OST 2019 (D19-57)
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| Challenge: | BioNLP-OST is an international competition organized to facilitate development and sharing of computational tasks of biomedical text mining and solutions to them. |
| Approach: | They propose a new mental health informatics task that is composed of two subtasks: information retrieval and sentence extraction. |
| Outcome: | The proposed task performed well on both tasks, but there are still challenges. |
Automatically Cataloging Scholarly Articles using Library of Congress Subject Headings (2021.eacl-srw)
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| Challenge: | Currently, nearly 40 institutions have registered their repositories with RAMP . manual cataloging of articles using LCSH is a challenge due to the rapid growth of articles . |
| Approach: | They propose to automatically annotate articles with Library of Congress Subject Headings . they use web scraping to extract keywords for a collection of articles from RAMP . |
| Outcome: | The proposed approach predicts LCSH for scholarly articles using keywords extracted from RAMP . the proposed model is validated by a multi-label classification problem. |