{"id":"https://openalex.org/W2933434786","doi":"https://doi.org/10.18653/v1/n19-1416","title":"Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging","display_name":"Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2933434786","doi":"https://doi.org/10.18653/v1/n19-1416","mag":"2933434786"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n19-1416","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-1416","pdf_url":null,"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 2019 Conference of the North","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.18653/v1/n19-1416","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032727833","display_name":"Sara Meftah","orcid":"https://orcid.org/0009-0009-3297-5682"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Sara Meftah","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052965014","display_name":"Youssef Tamaazousti","orcid":"https://orcid.org/0000-0001-7703-9147"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Youssef Tamaazousti","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, United States"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110302916","display_name":"Nasredine Semmar","orcid":"https://orcid.org/0000-0002-4685-6053"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nasredine Semmar","raw_affiliation_strings":["Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives, Paris, France"],"affiliations":[{"raw_affiliation_string":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives, Paris, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046279251","display_name":"Hassane Essafi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hassane Essafi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5030866856","display_name":"Fatiha Sadat","orcid":"https://orcid.org/0000-0002-9292-722X"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fatiha Sadat","raw_affiliation_strings":["Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032727833"],"corresponding_institution_ids":["https://openalex.org/I277688954"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02777006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9988999962806702,"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":0.9970999956130981,"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":0.7778252363204956},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.751678466796875},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.728187084197998},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6819139719009399},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6758803129196167},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.631327748298645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5572884678840637},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5543602108955383},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5396836400032043},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4541064202785492},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41152283549308777},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38349926471710205},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37295761704444885},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3391486704349518},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07472437620162964},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.058696746826171875},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05798211693763733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7778252363204956},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.751678466796875},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.728187084197998},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6819139719009399},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6758803129196167},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.631327748298645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5572884678840637},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5543602108955383},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5396836400032043},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4541064202785492},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41152283549308777},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38349926471710205},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37295761704444885},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3391486704349518},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07472437620162964},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.058696746826171875},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05798211693763733},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.18653/v1/n19-1416","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-1416","pdf_url":null,"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 2019 Conference of the North","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1904.03595","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.03595","pdf_url":"https://arxiv.org/pdf/1904.03595","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"mag:2933434786","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1904.03595","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1904.03595","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1904.03595","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.18653/v1/n19-1416","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-1416","pdf_url":null,"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 2019 Conference of the North","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W371426616","https://openalex.org/W1817277359","https://openalex.org/W2138738738","https://openalex.org/W2153848201","https://openalex.org/W2250539671","https://openalex.org/W2310102669","https://openalex.org/W2746059512","https://openalex.org/W2756655895","https://openalex.org/W2780704020","https://openalex.org/W2806486415","https://openalex.org/W2806956262","https://openalex.org/W2886711982","https://openalex.org/W2911307508","https://openalex.org/W2962717763","https://openalex.org/W2962739339","https://openalex.org/W2963081790","https://openalex.org/W2964078775"],"related_works":["https://openalex.org/W2964072872","https://openalex.org/W2920890733","https://openalex.org/W3091997293","https://openalex.org/W2963571818","https://openalex.org/W3130093239","https://openalex.org/W2982115308","https://openalex.org/W3089795804","https://openalex.org/W2970656679","https://openalex.org/W3173469406","https://openalex.org/W3043695725","https://openalex.org/W2997636389","https://openalex.org/W2951472531","https://openalex.org/W3191709143","https://openalex.org/W3034665873","https://openalex.org/W3004137453","https://openalex.org/W2998351473","https://openalex.org/W2952132869","https://openalex.org/W3001387309","https://openalex.org/W3205345120","https://openalex.org/W2798681837"],"abstract_inverted_index":{"Sara":[0],"Meftah,":[1],"Youssef":[2],"Tamaazousti,":[3],"Nasredine":[4],"Semmar,":[5],"Hassane":[6],"Essafi,":[7],"Fatiha":[8],"Sadat.":[9],"Proceedings":[10],"of":[11,15,20],"the":[12,16,21],"2019":[13],"Conference":[14],"North":[17],"American":[18],"Chapter":[19],"Association":[22],"for":[23],"Computational":[24],"Linguistics:":[25],"Human":[26],"Language":[27],"Technologies,":[28],"Volume":[29],"1":[30],"(Long":[31],"and":[32],"Short":[33],"Papers).":[34],"2019.":[35]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
