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SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

Augenstein, I; Das, M; Riedel, S; Vikraman, L; McCallum, A; (2017) SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications. In: Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017). (pp. pp. 546-555). Association for Computational Linguistics: Vancouver, Canada. Green open access

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Abstract

We describe the SemEval task of extracting keyphrases and relations between them from scientific documents, which is crucial for understanding which publications describe which processes, tasks and materials. Although this was a new task, we had a total of 26 submissions across 3 evaluation scenarios. We expect the task and the findings reported in this paper to be relevant for researchers working on understanding scientific content, as well as the broader knowledge base population and information extraction communities.

Type: Proceedings paper
Title: SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications
Event: 11th International Workshop on Semantic Evaluation (SemEval-2017)
Open access status: An open access version is available from UCL Discovery
DOI: 10.18653/v1/S17-2091
Publisher version: https://www.aclweb.org/anthology/S17-2091
Language: English
Additional information: ACL materials are Copyright © 1963–2020 ACL; other materials are copyrighted by their respective copyright holders. Materials prior to 2016 here are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 International License. Permission is granted to make copies for the purposes of teaching and research. Materials published in or after 2016 are licensed on a Creative Commons Attribution 4.0 International License. The ACL Anthology is managed and built by the ACL Anthology team of volunteers.
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/10107598
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