{"id":"https://openalex.org/W2885028086","doi":"https://doi.org/10.18653/v1/w18-3216","title":"The University of Texas System Submission for the Code-Switching Workshop Shared Task 2018","display_name":"The University of Texas System Submission for the Code-Switching Workshop Shared Task 2018","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885028086","doi":"https://doi.org/10.18653/v1/w18-3216","mag":"2885028086"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-3216","doi":"https://doi.org/10.18653/v1/w18-3216","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-3216","pdf_url":"https://www.aclweb.org/anthology/W18-3216.pdf","source":{"id":"https://openalex.org/S4306421229","display_name":"Workshop on Computational Approaches to Code Switching","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 Third Workshop on Computational Approaches to Linguistic Code-Switching","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.aclweb.org/anthology/W18-3216.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Florian Janke","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florian Janke","raw_affiliation_strings":["Bilingual Annotation Task (BATs) Research Group University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilingual Annotation Task (BATs) Research Group University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006004279","display_name":"Tongrui Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tongrui Li","raw_affiliation_strings":["Bilingual Annotation Task (BATs) Research Group University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilingual Annotation Task (BATs) Research Group University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080514678","display_name":"Eric Rinc\u00f3n","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Rinc\u00f3n","raw_affiliation_strings":["Bilingual Annotation Task (BATs) Research Group University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilingual Annotation Task (BATs) Research Group University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071842661","display_name":"Gualberto Guzm\u00e1n","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gualberto Guzm\u00e1n","raw_affiliation_strings":["Bilingual Annotation Task (BATs) Research Group University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilingual Annotation Task (BATs) Research Group University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020725646","display_name":"Barbara E. Bullock","orcid":"https://orcid.org/0000-0002-0303-4324","observed_orcids":["https://orcid.org/0000-0002-0303-4324"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barbara Bullock","raw_affiliation_strings":["Bilingual Annotation Task (BATs) Research Group University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilingual Annotation Task (BATs) Research Group University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110507969","display_name":"Almeida Jacqueline Toribio","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Almeida Jacqueline Toribio","raw_affiliation_strings":["Bilingual Annotation Task (BATs) Research Group University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilingual Annotation Task (BATs) Research Group University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":0.1021,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.34226366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.7318999767303467,"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":0.7318999767303467,"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":0.2615000009536743,"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":0.0006000000284984708,"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/named-entity-recognition","display_name":"named entity recognition","score":0.8539999723434448},{"id":"https://openalex.org/keywords/modern-standard-arabic","display_name":"Modern Standard Arabic","score":0.796999990940094},{"id":"https://openalex.org/keywords/egyptian-arabic","display_name":"Egyptian Arabic","score":0.9959999918937683},{"id":"https://openalex.org/keywords/conditional-random-fields","display_name":"conditional random fields","score":0.796999990940094},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.8140000104904175},{"id":"https://openalex.org/keywords/shared-task-submission","display_name":"shared task submission","score":0.675000011920929}],"concepts":[{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.84723961353302},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7515774965286255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508320808410645},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7288902401924133},{"id":"https://openalex.org/C18552078","wikidata":"https://www.wikidata.org/wiki/Q255615","display_name":"Code-switching","level":2,"score":0.7102200388908386},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.653833270072937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6052523255348206},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5892249941825867},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.557131290435791},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5568422675132751},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.45531827211380005},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21552178263664246},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20550745725631714},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08808547258377075},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","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},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w18-3216","doi":"https://doi.org/10.18653/v1/w18-3216","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-3216","pdf_url":"https://www.aclweb.org/anthology/W18-3216.pdf","source":{"id":"https://openalex.org/S4306421229","display_name":"Workshop on Computational Approaches to Code Switching","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 Third Workshop on Computational Approaches to Linguistic Code-Switching","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-3216","doi":"https://doi.org/10.18653/v1/w18-3216","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-3216","pdf_url":"https://www.aclweb.org/anthology/W18-3216.pdf","source":{"id":"https://openalex.org/S4306421229","display_name":"Workshop on Computational Approaches to Code Switching","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 Third Workshop on Computational Approaches to Linguistic Code-Switching","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Quality education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2885028086.pdf","grobid_xml":"https://content.openalex.org/works/W2885028086.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W135458787","https://openalex.org/W2020278455","https://openalex.org/W2101234009","https://openalex.org/W2143017621","https://openalex.org/W2147880316","https://openalex.org/W2250598139","https://openalex.org/W2250761174","https://openalex.org/W2251765956","https://openalex.org/W2251843872","https://openalex.org/W2252113950","https://openalex.org/W2402144811","https://openalex.org/W2406745380","https://openalex.org/W2475334473","https://openalex.org/W2554000662","https://openalex.org/W2567361090","https://openalex.org/W2578870357","https://openalex.org/W2747481658","https://openalex.org/W2760505947","https://openalex.org/W2790009703","https://openalex.org/W2953320089"],"related_works":["https://openalex.org/W2883775990","https://openalex.org/W2886146035","https://openalex.org/W2886276884","https://openalex.org/W2887502407","https://openalex.org/W2886652658","https://openalex.org/W2883550961","https://openalex.org/W2887146967","https://openalex.org/W2252008776","https://openalex.org/W2887948051","https://openalex.org/W2807475619"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,6,13,25,33,58,65,86,99],"system":[4,37],"for":[5,49],"Named":[7,54],"Entity":[8],"Recognition":[9],"Shared":[10],"Task":[11],"of":[12,32,35,79,88,98],"Third":[14],"Workshop":[15],"on":[16,95],"Computational":[17],"Approaches":[18],"to":[19,41],"Linguistic":[20],"Code-Switching":[21],"(CALCS)":[22],"submitted":[23],"by":[24],"Bilingual":[26],"Annotations":[27],"Tasks":[28],"(BATs)":[29],"research":[30],"group":[31],"University":[34],"Texas.Our":[36],"uses":[38],"several":[39],"features":[40],"train":[42],"a":[43,89,96],"Conditional":[44],"Random":[45],"Field":[46],"(CRF)":[47],"model":[48],"classifying":[50],"input":[51],"words":[52],"as":[53],"Entities":[55],"(NEs)":[56],"using":[57],"Inside-Outside-Beginning":[59],"(IOB)":[60],"tagging":[61],"scheme.We":[62],"participated":[63],"in":[64],"Modern":[66],"Standard":[67],"Arabic-Egyptian":[68],"Arabic":[69],"(MSA-EGY)":[70],"and":[71,81],"English-Spanish":[72],"(ENG-SPA)":[73],"tasks,":[74],"achieving":[75],"weighted":[76],"average":[77],"Fscores":[78],"65.62":[80],"54.16":[82],"respectively.We":[83],"also":[84],"describe":[85],"performance":[87],"deep":[90],"neural":[91],"network":[92],"(NN)":[93],"trained":[94],"subset":[97],"CRF":[100,106],"features,":[101],"which":[102],"did":[103],"not":[104],"surpass":[105],"performance.":[107]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2018-08-22T00:00:00"}
