{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/semeval-2017-task-10-scienceie-extracting","title":"SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications","arxiv_id":"1704.02853","date":"2017-04-10","proceeding":"SEMEVAL 2017 8","authors":["Isabelle Augenstein","Mrinal Das","Sebastian Riedel","Lakshmi Vikraman","Andrew McCallum"],"abstract":"We describe the SemEval task of extracting keyphrases and relations between\nthem from scientific documents, which is crucial for understanding which\npublications describe which processes, tasks and materials. Although this was a\nnew task, we had a total of 26 submissions across 3 evaluation scenarios. We\nexpect the task and the findings reported in this paper to be relevant for\nresearchers working on understanding scientific content, as well as the broader\nknowledge base population and information extraction communities.","url_abs":"http://arxiv.org/abs/1704.02853v3","url_pdf":"http://arxiv.org/pdf/1704.02853v3.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"semeval-2017-task-10-scienceie-extracting","repo_url":"https://github.com/LIAAD/KeywordExtractor-Datasets","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"knowledge-base-population","task_name":"Knowledge Base Population"}],"methods":[],"datasets_introduced":[{"slug":"semeval2017","name":"SemEval-2017 Task-10","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1704.02853","atlas_url":"https://app.syntology.ai/?focus=1704.02853","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}