{"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/labeling-gaps-between-words-recognizing","title":"Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators","arxiv_id":"1810.09073","date":"2018-10-22","proceeding":"EMNLP 2017 9","authors":["Aldrian Obaja Muis","Wei Lu"],"abstract":"In this paper, we propose a new model that is capable of recognizing\noverlapping mentions. We introduce a novel notion of mention separators that\ncan be effectively used to capture how mentions overlap with one another. On\ntop of a novel multigraph representation that we introduce, we show that\nefficient and exact inference can still be performed. We present some\ntheoretical analysis on the differences between our model and a recently\nproposed model for recognizing overlapping mentions, and discuss the possible\nimplications of the differences. Through extensive empirical analysis on\nstandard datasets, we demonstrate the effectiveness of our approach.","url_abs":"http://arxiv.org/abs/1810.09073v1","url_pdf":"http://arxiv.org/pdf/1810.09073v1.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":"labeling-gaps-between-words-recognizing","repo_url":"https://github.com/fishjh2/merge_label","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1810.09073","atlas_url":"https://app.syntology.ai/?focus=1810.09073","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}