{"id":"https://openalex.org/W2970229863","doi":"https://doi.org/10.18653/v1/w19-5405","title":"RTM Stacking Results for Machine Translation Performance Prediction","display_name":"RTM Stacking Results for Machine Translation Performance Prediction","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2970229863","doi":"https://doi.org/10.18653/v1/w19-5405","mag":"2970229863"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w19-5405","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5405","pdf_url":"https://www.aclweb.org/anthology/W19-5405.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W19-5405.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052353826","display_name":"Ergun Bi\u00e7ici","orcid":"https://orcid.org/0000-0002-2293-2031"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ergun Bi\u00e7ici","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Bogazic \u00b8i University orcid"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Bogazic \u00b8i University orcid","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052353826"],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09504754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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":1.0,"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":0.9998999834060669,"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":0.9958999752998352,"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/computer-science","display_name":"Computer science","score":0.8071333169937134},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.7854670882225037},{"id":"https://openalex.org/keywords/stacking","display_name":"Stacking","score":0.7187733054161072},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6937497854232788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6656917929649353},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.6585056185722351},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6565529108047485},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6110157370567322},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.565518319606781},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5582192540168762},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5488536953926086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46289128065109253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3448598086833954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08039200305938721}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071333169937134},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.7854670882225037},{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.7187733054161072},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6937497854232788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6656917929649353},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.6585056185722351},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6565529108047485},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6110157370567322},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.565518319606781},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5582192540168762},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5488536953926086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46289128065109253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3448598086833954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08039200305938721},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w19-5405","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5405","pdf_url":"https://www.aclweb.org/anthology/W19-5405.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w19-5405","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-5405","pdf_url":"https://www.aclweb.org/anthology/W19-5405.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970229863.pdf","grobid_xml":"https://content.openalex.org/works/W2970229863.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1663973292","https://openalex.org/W1988790447","https://openalex.org/W2008652694","https://openalex.org/W2056132907","https://openalex.org/W2113599721","https://openalex.org/W2141440284","https://openalex.org/W2143426320","https://openalex.org/W2149327368","https://openalex.org/W2166446427","https://openalex.org/W2261755308","https://openalex.org/W2595715041","https://openalex.org/W2621975677","https://openalex.org/W2902463012","https://openalex.org/W2902762582","https://openalex.org/W2970281725","https://openalex.org/W3100344990"],"related_works":["https://openalex.org/W2972060578","https://openalex.org/W4285877427","https://openalex.org/W783305165","https://openalex.org/W4225124612","https://openalex.org/W2043806667","https://openalex.org/W1999699871","https://openalex.org/W2021633306","https://openalex.org/W2006801911","https://openalex.org/W2033669961","https://openalex.org/W1972167985"],"abstract_inverted_index":{"We":[0,30],"obtain":[1,23],"new":[2],"results":[3,18,47],"using":[4],"referential":[5],"translation":[6],"machines":[7],"with":[8,38],"increased":[9],"number":[10],"of":[11,17,27],"learning":[12],"models":[13],"in":[14],"the":[15,35,39,46,49,54],"set":[16,56],"that":[19],"are":[20],"stacked":[21],"to":[22],"a":[24],"better":[25],"mixture":[26],"experts":[28],"prediction.":[29],"combine":[31],"features":[32],"extracted":[33],"from":[34],"word-level":[36],"predictions":[37],"sentence-or":[40],"document-level":[41],"features,":[42],"which":[43],"significantly":[44],"improve":[45],"on":[48],"training":[50],"sets":[51],"but":[52],"decrease":[53],"test":[55],"results.":[57]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
