{"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/cross-lingual-abstract-meaning-representation","title":"Cross-lingual Abstract Meaning Representation Parsing","arxiv_id":"1704.04539","date":"2017-04-14","proceeding":"NAACL 2018 6","authors":["Marco Damonte","Shay B. Cohen"],"abstract":"Abstract Meaning Representation (AMR) annotation efforts have mostly focused\non English. In order to train parsers on other languages, we propose a method\nbased on annotation projection, which involves exploiting annotations in a\nsource language and a parallel corpus of the source language and a target\nlanguage. Using English as the source language, we show promising results for\nItalian, Spanish, German and Chinese as target languages. Besides evaluating\nthe target parsers on non-gold datasets, we further propose an evaluation\nmethod that exploits the English gold annotations and does not require access\nto gold annotations for the target languages. This is achieved by inverting the\nprojection process: a new English parser is learned from the target language\nparser and evaluated on the existing English gold standard.","url_abs":"http://arxiv.org/abs/1704.04539v2","url_pdf":"http://arxiv.org/pdf/1704.04539v2.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":"cross-lingual-abstract-meaning-representation","repo_url":"https://github.com/mdtux89/amr-eager-multilingual","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"torch","reach":null}],"tasks":[{"task_slug":"abstract-meaning-representation","task_name":"Abstract Meaning Representation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1704.04539","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}