{"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/evaluating-induced-ccg-parsers-on-grounded","title":"Evaluating Induced CCG Parsers on Grounded Semantic Parsing","arxiv_id":"1609.09405","date":"2016-09-29","proceeding":"EMNLP 2016 11","authors":["Yonatan Bisk","Siva Reddy","John Blitzer","Julia Hockenmaier","Mark Steedman"],"abstract":"We compare the effectiveness of four different syntactic CCG parsers for a\nsemantic slot-filling task to explore how much syntactic supervision is\nrequired for downstream semantic analysis. This extrinsic, task-based\nevaluation provides a unique window to explore the strengths and weaknesses of\nsemantics captured by unsupervised grammar induction systems. We release a new\nFreebase semantic parsing dataset called SPADES (Semantic PArsing of\nDEclarative Sentences) containing 93K cloze-style questions paired with\nanswers. We evaluate all our models on this dataset. Our code and data are\navailable at https://github.com/sivareddyg/graph-parser.","url_abs":"http://arxiv.org/abs/1609.09405v2","url_pdf":"http://arxiv.org/pdf/1609.09405v2.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":"evaluating-induced-ccg-parsers-on-grounded","repo_url":"https://github.com/sivareddyg/graph-parser","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"semantic-parsing","task_name":"Semantic Parsing"},{"task_slug":"slot-filling","task_name":"Slot Filling"},{"task_slug":"slot-filling-1","task_name":"slot-filling"}],"methods":[],"datasets_introduced":[{"slug":"spades","name":"Spades","full_name":"Semantic PArsing of DEclarative Sentences"}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1609.09405","atlas_url":"https://app.syntology.ai/?focus=1609.09405","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}