{"id":"https://openalex.org/W1981374318","doi":"https://doi.org/10.1109/coginfocom.2013.6719240","title":"Transfer learning in multimodal corpora","display_name":"Transfer learning in multimodal corpora","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W1981374318","doi":"https://doi.org/10.1109/coginfocom.2013.6719240","mag":"1981374318"},"language":"en","primary_location":{"id":"doi:10.1109/coginfocom.2013.6719240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom.2013.6719240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065541935","display_name":"Costanza Navarretta","orcid":"https://orcid.org/0000-0002-4242-9249"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Costanza Navarretta","raw_affiliation_strings":["Center for Language Technology, University of Copenhagen, Denmark","Center for Language Technology, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Center for Language Technology, University of Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"Center for Language Technology, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065541935"],"corresponding_institution_ids":["https://openalex.org/I83467386"],"apc_list":null,"apc_paid":null,"fwci":2.4719,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89912538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","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/T12031","display_name":"Speech and dialogue systems","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9973000288009644,"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":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8514783382415771},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6543982028961182},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5943319201469421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5910134315490723},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5702890157699585},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.46984046697616577},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4617277681827545},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.14025652408599854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8514783382415771},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6543982028961182},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5943319201469421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5910134315490723},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5702890157699585},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.46984046697616577},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4617277681827545},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14025652408599854},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/coginfocom.2013.6719240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom.2013.6719240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f5864d03-49af-4b2b-9d51-33248cb47e9d","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f5864d03-49af-4b2b-9d51-33248cb47e9d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Navarretta , C 2013 , Transfer Learning in Multimodal Corpora . in IEEE 4th International Conference on Cognitive Infocommunications . IEEE , pp. 195-200 .","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W23095260","https://openalex.org/W25062845","https://openalex.org/W147423606","https://openalex.org/W147951522","https://openalex.org/W1496828312","https://openalex.org/W1512098439","https://openalex.org/W1555767263","https://openalex.org/W1570448133","https://openalex.org/W1590830321","https://openalex.org/W1722318740","https://openalex.org/W1848260265","https://openalex.org/W1963080254","https://openalex.org/W1964725106","https://openalex.org/W1991123335","https://openalex.org/W2030695833","https://openalex.org/W2035366352","https://openalex.org/W2058932422","https://openalex.org/W2062183215","https://openalex.org/W2093237350","https://openalex.org/W2111969908","https://openalex.org/W2112351484","https://openalex.org/W2112618815","https://openalex.org/W2117278770","https://openalex.org/W2158108973","https://openalex.org/W2163302275","https://openalex.org/W2164637623","https://openalex.org/W2165698076","https://openalex.org/W2183127221","https://openalex.org/W2185859000","https://openalex.org/W2794710441","https://openalex.org/W6600970288","https://openalex.org/W6633253654","https://openalex.org/W6639113993","https://openalex.org/W6641025798","https://openalex.org/W6677328538","https://openalex.org/W6684149856","https://openalex.org/W6686035890","https://openalex.org/W6686508619","https://openalex.org/W6882126699"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2281307425","https://openalex.org/W2772323916"],"abstract_inverted_index":{"People":[0],"use":[1],"both":[2],"their":[3,6],"speech":[4],"and":[5,51],"body":[7],"when":[8],"they":[9,177],"communicate":[10],"face":[11],"to":[12,77,96,113,126,158,171,190],"face,":[13],"thus":[14],"human":[15],"communication":[16],"is":[17,69,75],"multimodal.":[18],"The":[19,89,145],"development":[20],"of":[21,27,59,92,104,108,117,138,141,147,155,188,200,206,216,218],"multimodal":[22,40,57,67,106,181],"coginfocom":[23],"systems":[24],"requires":[25],"models":[26],"the":[28,31,47,49,52,99,102,111,115,131,136,139,153,191,198,214],"relation":[29],"between":[30,101],"various":[32],"modalities,":[33],"but":[34,176],"many":[35],"studies":[36],"have":[37],"shown":[38],"that":[39,151,180,197],"behaviours":[41,129,182],"depend":[42],"on":[43,143,203],"numerous":[44],"factors":[45],"comprising":[46],"culture,":[48],"setting":[50],"communicative":[53,128,161],"situation.":[54],"Thus,":[55],"annotated":[56],"corpora":[58,68,107,217],"different":[60,87,109,219],"types":[61],"must":[62],"be":[63,121,210],"produced.":[64],"However,":[65],"annotating":[66,83],"extremely":[70],"resource":[71],"consuming.":[72],"Therefore,":[73],"it":[74],"important":[76],"reuse":[78],"existing":[79],"resources":[80],"also":[81,178,195],"for":[82],"unseen":[84],"data":[85,125,205],"in":[86,130,163],"domains.":[88],"main":[90],"aims":[91],"this":[93],"paper":[94],"are":[95],"investigate":[97],"a)":[98],"distance":[100],"annotations":[103,116,142,154,215],"two":[105],"type,":[110],"extent":[112],"which":[114],"a":[118,172],"corpus":[119,133,157,165],"can":[120,209],"used":[122],"as":[123],"training":[124],"identify":[127],"second":[132],"automatically,":[134],"c)":[135],"effect":[137],"amount":[140],"classification.":[144],"results":[146,168,199],"our":[148],"study":[149],"indicate":[150,196],"using":[152,213],"one":[156,186],"annotate":[159],"specific":[160],"phenomena":[162],"another":[164],"gives":[166],"good":[167],"with":[169],"respect":[170],"simple":[173],"majority":[174],"classifier,":[175],"confirm":[179],"vary":[183],"extensively":[184],"from":[185],"type":[187],"conversation":[189],"other.":[192],"Our":[193],"experiments":[194],"supervised":[201],"learning":[202],"conversational":[204],"limited":[207],"size":[208],"improved":[211],"by":[212],"types.":[220]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}