{"id":"https://openalex.org/W41383877","doi":"https://doi.org/10.21437/interspeech.2010-419","title":"Semi-supervised part-of-speech tagging in speech applications","display_name":"Semi-supervised part-of-speech tagging in speech applications","publication_year":2010,"publication_date":"2010-09-26","ids":{"openalex":"https://openalex.org/W41383877","doi":"https://doi.org/10.21437/interspeech.2010-419","mag":"41383877"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2010-419","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2010-419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2010","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/A5102920772","display_name":"Richard Dufour","orcid":"https://orcid.org/0000-0003-1203-9108"},"institutions":[{"id":"https://openalex.org/I4210119991","display_name":"Laboratoire Informatique d'Avignon","ror":"https://ror.org/02n399288","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198415970","https://openalex.org/I4210119991"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Richard Dufour","raw_affiliation_strings":["Laboratoire Informatique d'Avignon"],"affiliations":[{"raw_affiliation_string":"Laboratoire Informatique d'Avignon","institution_ids":["https://openalex.org/I4210119991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071505335","display_name":"Beno\u00eet Favre","orcid":"https://orcid.org/0000-0002-9777-4613"},"institutions":[{"id":"https://openalex.org/I4210115196","display_name":"Laboratoire d\u2019Informatique Fondamentale de Marseille","ror":"https://ror.org/022my8t07","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210115196","https://openalex.org/I4210142724","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Favre","raw_affiliation_strings":["Laboratoire d'informatique Fondamentale de Marseille"],"affiliations":[{"raw_affiliation_string":"Laboratoire d'informatique Fondamentale de Marseille","institution_ids":["https://openalex.org/I4210115196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102920772"],"corresponding_institution_ids":["https://openalex.org/I4210119991"],"apc_list":null,"apc_paid":null,"fwci":0.9021,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78134719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1373","last_page":"1376"},"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":0.9998999834060669,"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/T12031","display_name":"Speech and dialogue systems","score":0.9991000294685364,"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":0.846595048904419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6608116030693054},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6349353194236755},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5948317050933838},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5726485252380371},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.5307310223579407},{"id":"https://openalex.org/keywords/part-of-speech-tagging","display_name":"Part-of-speech tagging","score":0.4624863266944885},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4408171474933624},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4209364056587219},{"id":"https://openalex.org/keywords/part-of-speech","display_name":"Part of speech","score":0.38470083475112915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.846595048904419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6608116030693054},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6349353194236755},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5948317050933838},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5726485252380371},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.5307310223579407},{"id":"https://openalex.org/C2780684714","wikidata":"https://www.wikidata.org/wiki/Q1271424","display_name":"Part-of-speech tagging","level":3,"score":0.4624863266944885},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4408171474933624},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4209364056587219},{"id":"https://openalex.org/C123406163","wikidata":"https://www.wikidata.org/wiki/Q82042","display_name":"Part of speech","level":2,"score":0.38470083475112915},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":1,"locations":[{"id":"doi:10.21437/interspeech.2010-419","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2010-419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2010","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W21503661","https://openalex.org/W43157609","https://openalex.org/W64472890","https://openalex.org/W604821856","https://openalex.org/W1707124376","https://openalex.org/W1767083593","https://openalex.org/W1988596541","https://openalex.org/W2017802499","https://openalex.org/W2069781236","https://openalex.org/W2099873701","https://openalex.org/W2104452028","https://openalex.org/W2109787011","https://openalex.org/W2112861996","https://openalex.org/W2113307939","https://openalex.org/W2142222368","https://openalex.org/W2144508908","https://openalex.org/W2160218441","https://openalex.org/W2166044723","https://openalex.org/W2249819665"],"related_works":["https://openalex.org/W1997182898","https://openalex.org/W1965453504","https://openalex.org/W2396342956","https://openalex.org/W2169508526","https://openalex.org/W2486838646","https://openalex.org/W2626026432","https://openalex.org/W2251183413","https://openalex.org/W2949108231","https://openalex.org/W3128305375","https://openalex.org/W2006539681"],"abstract_inverted_index":{"When":[0],"no":[1,86],"training":[2,9,21],"or":[3,88],"adaptation":[4],"data":[5],"is":[6,10,85],"available,":[7],"semisupervised":[8],"a":[11,23,31,89,97,127],"good":[12],"alternative":[13],"for":[14,36,49,110],"processing":[15],"new":[16],"domains.":[17],"We":[18,39],"perform":[19],"Bayesian":[20],"of":[22,33,46,56,107,129],"part-of-speech":[24],"(POS)":[25],"tagger":[26],"from":[27],"unannotated":[28],"text":[29],"and":[30,52,59],"dictionary":[32,61],"possible":[34,47],"tags":[35,48,80,118],"each":[37],"word.":[38],"complement":[40],"that":[41,77,115],"method":[42],"with":[43,101],"supervised":[44,99,112],"prediction":[45],"out-of-vocabulary":[50],"words":[51],"study":[53],"the":[54,111,117,130],"impact":[55,87],"both":[57],"semi-supervision":[58],"starting":[60,131],"size":[62],"on":[63],"three":[64],"representative":[65],"downstream":[66],"tasks":[67],"(named":[68],"entity":[69],"tagging,":[70],"semantic":[71],"role":[72],"labeling,":[73],"ASR":[74,121],"output":[75],"postprocessing)":[76],"use":[78],"POS":[79],"as":[81],"features.":[82],"The":[83],"outcome":[84],"small":[90],"decrease":[91],"in":[92,105],"performance":[93],"compared":[94],"to":[95],"using":[96],"fully":[98],"tagger,":[100],"even":[102],"potential":[103],"gains":[104],"case":[106],"domain":[108],"mismatch":[109],"tagger.":[113],"Tasks":[114],"trust":[116],"completely":[119],"(like":[120],"post-processing)":[122],"are":[123],"more":[124],"affected":[125],"by":[126],"reduction":[128],"dictionary,":[132],"but":[133],"still":[134],"yield":[135],"positive":[136],"outcome.":[137]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}