{"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/encoder-decoder-shift-reduce-syntactic","title":"Encoder-Decoder Shift-Reduce Syntactic Parsing","arxiv_id":"1706.07905","date":"2017-06-24","proceeding":"WS 2017 9","authors":["Jiangming Liu","Yue Zhang"],"abstract":"Starting from NMT, encoder-decoder neu- ral networks have been used for many\nNLP problems. Graph-based models and transition-based models borrowing the en-\ncoder components achieve state-of-the-art performance on dependency parsing and\nconstituent parsing, respectively. How- ever, there has not been work\nempirically studying the encoder-decoder neural net- works for transition-based\nparsing. We apply a simple encoder-decoder to this end, achieving comparable\nresults to the parser of Dyer et al. (2015) on standard de- pendency parsing,\nand outperforming the parser of Vinyals et al. (2015) on con- stituent parsing.","url_abs":"http://arxiv.org/abs/1706.07905v1","url_pdf":"http://arxiv.org/pdf/1706.07905v1.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":"encoder-decoder-shift-reduce-syntactic","repo_url":"https://github.com/LeonCrashCode/Encoder-Decoder-Parser","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"decoder","task_name":"Decoder"},{"task_slug":"dependency-parsing","task_name":"Dependency Parsing"},{"task_slug":"nmt","task_name":"NMT"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1706.07905","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}