{"id":"https://openalex.org/W2916721475","doi":"https://doi.org/10.1162/tacl_a_00252","title":"Semantic Neural Machine Translation Using AMR","display_name":"Semantic Neural Machine Translation Using AMR","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2916721475","doi":"https://doi.org/10.1162/tacl_a_00252","mag":"2916721475"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00252","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00252","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00252","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00252","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Linfeng Song","orcid":null},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linfeng Song","raw_affiliation_strings":["Department of Computer Science, University of Rochester, Rochester, NY 14627, United Stated. lsong10@cs.rochester.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester, NY 14627, United Stated. lsong10@cs.rochester.edu","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Daniel Gildea","orcid":null},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Gildea","raw_affiliation_strings":["Department of Computer Science, University of Rochester, Rochester, NY 14627, United Stated. gildea@cs.rochester.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester, NY 14627, United Stated. gildea@cs.rochester.edu","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yue Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["School of Engineering, Westlake University, China. yue.zhang@wias.org.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University, China. yue.zhang@wias.org.cn","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhiguo Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiguo Wang","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY 10598, United Stated. zgw.tomorrow@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY 10598, United Stated. zgw.tomorrow@gmail.com","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jinsong Su","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinsong Su","raw_affiliation_strings":["Xiamen University, Xiamen, China. jssu@xmu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University, Xiamen, China. jssu@xmu.edu.cn","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6032,"has_fulltext":true,"cited_by_count":83,"citation_normalized_percentile":{"value":0.97632975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"19","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8769999742507935,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8769999742507935,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.06080000102519989,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.0066999997943639755,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.8723000288009644},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.6700999736785889},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6607999801635742},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6402000188827515},{"id":"https://openalex.org/keywords/semantic-memory","display_name":"Semantic memory","score":0.4099000096321106},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3912999927997589}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8902999758720398},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8723000288009644},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.683899998664856},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.6700999736785889},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6607999801635742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6492000222206116},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6402000188827515},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.4099000096321106},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3912999927997589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3797999918460846},{"id":"https://openalex.org/C24687705","wikidata":"https://www.wikidata.org/wiki/Q3753284","display_name":"Example-based machine translation","level":3,"score":0.3450999855995178},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.33340001106262207},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.273499995470047},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.2551000118255615}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/tacl_a_00252","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00252","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00252","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1902.07282","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1902.07282","pdf_url":"https://arxiv.org/pdf/1902.07282","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:86d54844cecd4a84ace6a747a8e54b02","is_oa":true,"landing_page_url":"https://doaj.org/article/86d54844cecd4a84ace6a747a8e54b02","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 7, Pp 19-31 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00252","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00252","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00252","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310728","display_name":"Centre International de Recherche sur le Cancer","ror":"https://ror.org/00v452281"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2916721475.pdf","grobid_xml":"https://content.openalex.org/works/W2916721475.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2101105183","https://openalex.org/W2102258316","https://openalex.org/W2115896319","https://openalex.org/W2123442489","https://openalex.org/W2133459682","https://openalex.org/W2149837184","https://openalex.org/W2250623140","https://openalex.org/W2251823395","https://openalex.org/W2407166119","https://openalex.org/W2470862100","https://openalex.org/W2561360547","https://openalex.org/W2563976356","https://openalex.org/W2758846169","https://openalex.org/W2768763386","https://openalex.org/W2798749466","https://openalex.org/W2799190973","https://openalex.org/W2962784628","https://openalex.org/W2963212250","https://openalex.org/W2963374482","https://openalex.org/W2963497309","https://openalex.org/W2963648186","https://openalex.org/W2963653811","https://openalex.org/W2963679213","https://openalex.org/W2963888305","https://openalex.org/W2963964898","https://openalex.org/W2964116568","https://openalex.org/W2964130895"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"It":[1],"is":[2],"intuitive":[3],"that":[4,74],"semantic":[5],"representations":[6],"can":[7,16,80],"be":[8],"useful":[9],"for":[10,48],"machine":[11,33,50],"translation,":[12],"mainly":[13],"because":[14],"they":[15],"help":[17],"in":[18],"enforcing":[19],"meaning":[20,63],"preservation":[21],"and":[22],"handling":[23],"data":[24],"sparsity":[25],"(many":[26],"sentences":[27],"correspond":[28],"to":[29],"one":[30],"meaning)":[31],"of":[32,60],"translation":[34,51,88],"models.":[35],"On":[36],"the":[37,58],"other":[38],"hand,":[39],"little":[40],"work":[41],"has":[42],"been":[43],"done":[44],"on":[45,65,68],"leveraging":[46],"semantics":[47],"neural":[49,87],"(NMT).":[52],"In":[53],"this":[54],"work,":[55],"we":[56],"study":[57],"usefulness":[59],"AMR":[61,76],"(abstract":[62],"representation)":[64],"NMT.":[66],"Experiments":[67],"a":[69,83],"standard":[70],"English-to-German":[71],"dataset":[72],"show":[73],"incorporating":[75],"as":[77],"additional":[78],"knowledge":[79],"significantly":[81],"improve":[82],"strong":[84],"attention-based":[85],"sequence-to-sequence":[86],"model.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2019-03-02T00:00:00"}