{"id":"https://openalex.org/W3083013999","doi":"https://doi.org/10.1007/s10590-020-09249-7","title":"A roadmap to neural automatic post-editing: an empirical approach","display_name":"A roadmap to neural automatic post-editing: an empirical approach","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3083013999","doi":"https://doi.org/10.1007/s10590-020-09249-7","mag":"3083013999","pmid":"https://pubmed.ncbi.nlm.nih.gov/33012986"},"language":"en","primary_location":{"id":"doi:10.1007/s10590-020-09249-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10590-020-09249-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10590-020-09249-7.pdf","source":{"id":"https://openalex.org/S95210917","display_name":"Machine Translation","issn_l":"0922-6567","issn":["0922-6567","1573-0573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Translation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10590-020-09249-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090006211","display_name":"Dimitar Shterionov","orcid":"https://orcid.org/0000-0001-6300-797X"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]},{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE","NL"],"is_corresponding":true,"raw_author_name":"Dimitar Shterionov","raw_affiliation_strings":["ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6300-797X","affiliations":[{"raw_affiliation_string":"ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]},{"raw_affiliation_string":"Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043831749","display_name":"F\u00e9lix do Carmo","orcid":"https://orcid.org/0000-0003-4193-3854"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]},{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["GB","IE"],"is_corresponding":false,"raw_author_name":"F\u00e9lix do Carmo","raw_affiliation_strings":["ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","Centre for Translation Studies, University of Surrey, Surrey, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]},{"raw_affiliation_string":"Centre for Translation Studies, University of Surrey, Surrey, UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058180468","display_name":"Joss Moorkens","orcid":"https://orcid.org/0000-0003-0766-0071"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Joss Moorkens","raw_affiliation_strings":["ADAPT Centre and School of Applied Language and Intercultural Studies, Dublin City University, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADAPT Centre and School of Applied Language and Intercultural Studies, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060488574","display_name":"Murhaf Hossari","orcid":null},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Murhaf Hossari","raw_affiliation_strings":["ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026305513","display_name":"Joachim Wagner","orcid":"https://orcid.org/0000-0002-8290-3849"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Joachim Wagner","raw_affiliation_strings":["ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067496150","display_name":"Eric Paquin","orcid":null},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Eric Paquin","raw_affiliation_strings":["ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060561608","display_name":"Dag Schmidtke","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109507","display_name":"Microsoft (Ireland)","ror":"https://ror.org/017fqk185","country_code":"IE","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210109507"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Dag Schmidtke","raw_affiliation_strings":["Microsoft, South County Business Park, Leopardstown, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, South County Business Park, Leopardstown, Dublin, Ireland","institution_ids":["https://openalex.org/I4210109507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043573534","display_name":"Declan Groves","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109507","display_name":"Microsoft (Ireland)","ror":"https://ror.org/017fqk185","country_code":"IE","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210109507"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Declan Groves","raw_affiliation_strings":["Microsoft, South County Business Park, Leopardstown, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, South County Business Park, Leopardstown, Dublin, Ireland","institution_ids":["https://openalex.org/I4210109507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055864641","display_name":"Andy Way","orcid":"https://orcid.org/0000-0001-5736-5930"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Andy Way","raw_affiliation_strings":["ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADAPT Centre, School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5090006211"],"corresponding_institution_ids":["https://openalex.org/I193700539","https://openalex.org/I42934936"],"apc_list":null,"apc_paid":null,"fwci":1.2239,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84298042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"2-3","first_page":"67","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9984999895095825,"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/T10260","display_name":"Software Engineering Research","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8328675031661987},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7893967628479004},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.6028203368186951},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4968471825122833},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4892706573009491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.483808696269989},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.4330676198005676},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.425128310918808},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41807985305786133},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36170995235443115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2974332869052887},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24755319952964783}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328675031661987},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7893967628479004},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.6028203368186951},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4968471825122833},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4892706573009491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.483808696269989},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.4330676198005676},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.425128310918808},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41807985305786133},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36170995235443115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2974332869052887},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24755319952964783},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10590-020-09249-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10590-020-09249-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10590-020-09249-7.pdf","source":{"id":"https://openalex.org/S95210917","display_name":"Machine Translation","issn_l":"0922-6567","issn":["0922-6567","1573-0573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Translation","raw_type":"journal-article"},{"id":"pmid:33012986","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33012986","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine translation : MT","raw_type":null},{"id":"pmh:oai:tilburguniversity.edu:openaire_cris_publications/d01efe1e-1fc6-4769-b6c6-c11b54899cde","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/d01efe1e-1fc6-4769-b6c6-c11b54899cde","pdf_url":null,"source":{"id":"https://openalex.org/S4406923027","display_name":"Tilburg University Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Shterionov, D, Carmo, F D, Moorkens, J, Hossari, M, Wagner, J, Paquin, E, Schmidtke, D, Groves, D & Way, A 2020, 'A roadmap to neural automatic post-editing : an empirical approach', Machine Translation, vol. 34, no. 2, pp. 67-96. https://doi.org/10.1007/s10590-020-09249-7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doras.dcu.ie:25315","is_oa":true,"landing_page_url":"http://doras.dcu.ie/25315/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401511","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"  Shterionov, Dimitar ORCID: 0000-0001-6300-797X &lt;https://orcid.org/0000-0001-6300-797X&gt;, do Carmo, F\u00e9lix, Moorkens, Joss ORCID: 0000-0003-0766-0071 &lt;https://orcid.org/0000-0003-0766-0071&gt;, Hossari, Murhaf, Wagner, Joachim ORCID: 0000-0002-8290-3849 &lt;https://orcid.org/0000-0002-8290-3849&gt;, Paquin, Eric, Schmidtke, Dag, Groves, Declan and Way, Andy ORCID: 0000-0001-5736-5930 &lt;https://orcid.org/0000-0001-5736-5930&gt;  (2020) A roadmap to neural automatic post-editing: an empirical approach.  Machine Translation  (34).   pp. 67-96.  ISSN 0922-6567     ","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1007/s10590-020-09249-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10590-020-09249-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10590-020-09249-7.pdf","source":{"id":"https://openalex.org/S95210917","display_name":"Machine Translation","issn_l":"0922-6567","issn":["0922-6567","1573-0573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Translation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G228147372","display_name":null,"funder_award_id":"Grant 13/RC/2106","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2563910032","display_name":null,"funder_award_id":"13/RC/2106","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3769141694","display_name":null,"funder_award_id":"713567","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3993907298","display_name":null,"funder_award_id":"13/RC/2106","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G444149012","display_name":"Cutting Edge Training - Cutting Edge Technology","funder_award_id":"713567","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G6586979110","display_name":null,"funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7226090481","display_name":null,"funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G996497660","display_name":null,"funder_award_id":"713567","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3083013999.pdf","grobid_xml":"https://content.openalex.org/works/W3083013999.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1577204225","https://openalex.org/W2101105183","https://openalex.org/W2250618788","https://openalex.org/W2402302915","https://openalex.org/W2467834614","https://openalex.org/W2531207078","https://openalex.org/W2550821151","https://openalex.org/W2758488395","https://openalex.org/W2760656271","https://openalex.org/W2787222996","https://openalex.org/W2797913374","https://openalex.org/W2890065133","https://openalex.org/W2902170865","https://openalex.org/W2962678612","https://openalex.org/W2962784628","https://openalex.org/W2963216553","https://openalex.org/W2963261349","https://openalex.org/W2963315891","https://openalex.org/W2963506925","https://openalex.org/W2963547384","https://openalex.org/W2963816901","https://openalex.org/W2972972637","https://openalex.org/W3083013999","https://openalex.org/W3093208745","https://openalex.org/W3113819942"],"related_works":["https://openalex.org/W2039546652","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W2384400852","https://openalex.org/W3204898214","https://openalex.org/W2963259630","https://openalex.org/W4240926580","https://openalex.org/W2070920720","https://openalex.org/W2398549619","https://openalex.org/W1542743110"],"abstract_inverted_index":{"In":[0,100,163],"a":[1,12,96,127,140,184,227],"translation":[2,5,215,229],"workflow,":[3],"machine":[4],"(MT)":[6],"is":[7,21],"almost":[8],"always":[9],"followed":[10],"by":[11,196],"human":[13,34],"post-editing":[14,40,222],"step,":[15],"where":[16],"the":[17,30,52,68,78,91,121,135,151,160,165,169,173,190,214,218,224],"raw":[18],"MT":[19,202],"output":[20],"corrected":[22],"to":[23,37,89,111,119],"meet":[24],"required":[25],"quality":[26],"standards.":[27],"To":[28],"reduce":[29],"number":[31],"of":[32,70,129,153,155,220,226],"errors":[33],"translators":[35],"need":[36],"correct,":[38],"automatic":[39],"(APE)":[41],"methods":[42],"have":[43,61],"been":[44],"developed":[45],"and":[46,73,83,125,158,189],"deployed":[47],"in":[48,54,179,206,223],"such":[49],"workflows.":[50],"With":[51],"advances":[53],"deep":[55],"learning,":[56],"neural":[57,221],"APE":[58,144],"(NPE)":[59],"systems":[60,130,157,167,204,211],"outranked":[62],"more":[63],"traditional,":[64],"statistical,":[65],"ones.":[66,162],"However,":[67],"plethora":[69],"options,":[71],"variables":[72],"settings,":[74],"as":[75,77],"well":[76],"relation":[79],"between":[80,187],"NPE":[81,112,117,210],"performance":[82,152],"train/test":[84],"data":[85,146,194],"makes":[86],"it":[87],"difficult":[88],"select":[90],"most":[92],"suitable":[93],"approach":[94,142],"for":[95,143],"given":[97],"use":[98],"case.":[99],"this":[101,180],"article,":[102],"we":[103],"systematically":[104],"analyse":[105,150],"these":[106,156],"different":[107,122,132],"parameters":[108],"with":[109,145],"respect":[110],"performance.":[113],"We":[114,137,148],"build":[115],"an":[116],"\"roadmap\"":[118],"trace":[120],"decision":[123],"points":[124],"train":[126],"set":[128],"selecting":[131],"options":[133],"through":[134],"roadmap.":[136],"also":[138],"propose":[139],"novel":[141],"augmentation.":[147],"then":[149],"15":[154],"identify":[159],"best":[161,166],"fact,":[164],"are":[168],"ones":[170],"that":[171,231],"follow":[172],"newly-proposed":[174],"method.":[175],"The":[176,193],"work":[177],"presented":[178],"article":[181],"follows":[182],"from":[183,199],"collaborative":[185],"project":[186],"Microsoft":[188,197],"ADAPT":[191],"centre.":[192],"provided":[195],"originates":[198],"phrase-based":[200],"statistical":[201],"(PBSMT)":[203],"employed":[205],"production.":[207],"All":[208],"tested":[209],"significantly":[212],"increase":[213],"quality,":[216],"proving":[217],"effectiveness":[219],"context":[225],"commercial":[228],"workflow":[230],"leverages":[232],"PBSMT.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
