{"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/joint-syntacto-discourse-parsing-and-the","title":"Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank","arxiv_id":"1708.08484","date":"2017-08-28","proceeding":"EMNLP 2017 9","authors":["Kai Zhao","Liang Huang"],"abstract":"Discourse parsing has long been treated as a stand-alone problem independent\nfrom constituency or dependency parsing. Most attempts at this problem are\npipelined rather than end-to-end, sophisticated, and not self-contained: they\nassume gold-standard text segmentations (Elementary Discourse Units), and use\nexternal parsers for syntactic features. In this paper we propose the first\nend-to-end discourse parser that jointly parses in both syntax and discourse\nlevels, as well as the first syntacto-discourse treebank by integrating the\nPenn Treebank with the RST Treebank. Built upon our recent span-based\nconstituency parser, this joint syntacto-discourse parser requires no\npreprocessing whatsoever (such as segmentation or feature extraction), achieves\nthe state-of-the-art end-to-end discourse parsing accuracy.","url_abs":"http://arxiv.org/abs/1708.08484v1","url_pdf":"http://arxiv.org/pdf/1708.08484v1.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":"joint-syntacto-discourse-parsing-and-the","repo_url":"https://github.com/kaayy/josydipa","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"dependency-parsing","task_name":"Dependency Parsing"},{"task_slug":"discourse-parsing","task_name":"Discourse Parsing"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1708.08484","atlas_url":"https://app.syntology.ai/?focus=1708.08484","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}