{"id":"https://openalex.org/W2899872973","doi":"https://doi.org/10.18653/v1/w18-6218","title":"The Role of Emotions in Native Language Identification","display_name":"The Role of Emotions in Native Language Identification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2899872973","doi":"https://doi.org/10.18653/v1/w18-6218","mag":"2899872973"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-6218","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-6218","pdf_url":"https://www.aclweb.org/anthology/W18-6218.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 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-6218.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051243807","display_name":"Ilia Markov","orcid":"https://orcid.org/0000-0001-9533-748X"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ilia Markov","raw_affiliation_strings":["INRIA, Paris, France"],"affiliations":[{"raw_affiliation_string":"INRIA, Paris, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019999408","display_name":"Vivi N\u0103stase","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vivi Nastase","raw_affiliation_strings":["University of Heidelberg, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006685038","display_name":"Carlo Strapparava","orcid":"https://orcid.org/0000-0002-9365-0242"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Strapparava","raw_affiliation_strings":["Fondazione Bruno Kessler, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008287867","display_name":"Grigori Sidorov","orcid":"https://orcid.org/0000-0003-3901-3522"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Grigori Sidorov","raw_affiliation_strings":["Instituto Politcnico Nacional, Center for Computing Research, Mexico City, Mexico","Instituto Polit\u00e9cnico Nacional, Center for Computing Research, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Politcnico Nacional, Center for Computing Research, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional, Center for Computing Research, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051243807"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":null,"apc_paid":null,"fwci":0.6769,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7825975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","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/T12380","display_name":"Authorship Attribution and Profiling","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":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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/polarity","display_name":"Polarity (international relations)","score":0.7640323042869568},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7022643089294434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6306278109550476},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5522239804267883},{"id":"https://openalex.org/keywords/first-language","display_name":"First language","score":0.5306628942489624},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.5011856555938721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41274118423461914},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.05085691809654236}],"concepts":[{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.7640323042869568},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7022643089294434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6306278109550476},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5522239804267883},{"id":"https://openalex.org/C171041071","wikidata":"https://www.wikidata.org/wiki/Q36870","display_name":"First language","level":2,"score":0.5306628942489624},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5011856555938721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41274118423461914},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.05085691809654236},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.18653/v1/w18-6218","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-6218","pdf_url":"https://www.aclweb.org/anthology/W18-6218.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 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:54480","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/54480","pdf_url":"https://zenodo.org/record/54480","source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:iris.unitn.it:11572/343147","is_oa":true,"landing_page_url":"http://aclweb.org/anthology/W18-6218","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-6218","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-6218","pdf_url":"https://www.aclweb.org/anthology/W18-6218.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 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899872973.pdf","grobid_xml":"https://content.openalex.org/works/W2899872973.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W36611794","https://openalex.org/W184237150","https://openalex.org/W832361413","https://openalex.org/W1517579943","https://openalex.org/W1522263329","https://openalex.org/W1567569044","https://openalex.org/W1688592801","https://openalex.org/W1748131547","https://openalex.org/W1965322984","https://openalex.org/W1996006026","https://openalex.org/W2040467972","https://openalex.org/W2055011070","https://openalex.org/W2084413241","https://openalex.org/W2091034860","https://openalex.org/W2101234009","https://openalex.org/W2121567424","https://openalex.org/W2125446229","https://openalex.org/W2145844195","https://openalex.org/W2245231730","https://openalex.org/W2251049886","https://openalex.org/W2251303571","https://openalex.org/W2283759410","https://openalex.org/W2395183641","https://openalex.org/W2585583534","https://openalex.org/W2607154244","https://openalex.org/W2758907767","https://openalex.org/W2760380084","https://openalex.org/W2880386636"],"related_works":["https://openalex.org/W2400337198","https://openalex.org/W2354902965","https://openalex.org/W3156492509","https://openalex.org/W4253101056","https://openalex.org/W4297338612","https://openalex.org/W2294500472","https://openalex.org/W1971737504","https://openalex.org/W2391994898","https://openalex.org/W2765361972","https://openalex.org/W2322047127"],"abstract_inverted_index":{"We":[0],"explore":[1],"the":[2,9,16,25,53,57],"hypothesis":[3],"that":[4,13,62],"emotion":[5,36,41,63],"is":[6,64],"one":[7],"of":[8,11,27,56],"dimensions":[10],"language":[12,18,31,55],"surfaces":[14],"from":[15],"native":[17,30,54],"into":[19],"a":[20],"second":[21],"language.":[22],"To":[23],"check":[24],"role":[26],"emotions":[28],"in":[29],"identification":[32],"(NLI),":[33],"we":[34],"model":[35],"information":[37],"through":[38],"polarity":[39],"and":[40,44,73],"load":[42],"features,":[43],"use":[45],"document":[46],"representations":[47],"using":[48],"these":[49],"features":[50],"to":[51],"classify":[52],"author.":[58],"The":[59],"results":[60],"indicate":[61],"relevant":[65],"for":[66,69],"NLI,":[67],"even":[68],"high":[70],"proficiency":[71],"levels":[72],"across":[74],"topics.":[75]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}
