{"id":"https://openalex.org/W2760380084","doi":"https://doi.org/10.18653/v1/w17-5042","title":"CIC-FBK Approach to Native Language Identification","display_name":"CIC-FBK Approach to Native Language Identification","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2760380084","doi":"https://doi.org/10.18653/v1/w17-5042","mag":"2760380084"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-5042","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-5042","pdf_url":"https://www.aclweb.org/anthology/W17-5042.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 12th Workshop on Innovative Use of NLP for Building Educational Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-5042.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/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":"Ilia Markov","raw_affiliation_strings":["Instituto Politcnico Nacional, CIC, Mexico City, Mexico","Instituto Polit\u00e9cnico Nacional, CIC, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Politcnico Nacional, CIC, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional, CIC, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068539398","display_name":"Lingzhen Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lingzhen Chen","raw_affiliation_strings":["University of Trento, DISI, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento, DISI, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006685038","display_name":"Carlo Strapparava","orcid":"https://orcid.org/0000-0002-9365-0242"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlo Strapparava","raw_affiliation_strings":["FBK-irst, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FBK-irst, Trento, Italy","institution_ids":[]}]},{"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, CIC, Mexico City, Mexico","Instituto Polit\u00e9cnico Nacional, CIC, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Politcnico Nacional, CIC, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional, CIC, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"374","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9995999932289124,"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":0.9995999932289124,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9939000010490417,"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":0.9926000237464905,"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":0.7439404726028442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6229864954948425},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6184159517288208},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.5626114010810852},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4901679456233978},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4800363779067993},{"id":"https://openalex.org/keywords/lemma","display_name":"Lemma (botany)","score":0.4561251401901245},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4518886208534241},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4187203645706177},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.4127894937992096},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18608206510543823},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.09930843114852905},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08932742476463318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439404726028442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6229864954948425},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6184159517288208},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.5626114010810852},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4901679456233978},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4800363779067993},{"id":"https://openalex.org/C2777759810","wikidata":"https://www.wikidata.org/wiki/Q149316","display_name":"Lemma (botany)","level":3,"score":0.4561251401901245},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4518886208534241},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4187203645706177},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.4127894937992096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18608206510543823},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.09930843114852905},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08932742476463318},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C46757340","wikidata":"https://www.wikidata.org/wiki/Q43238","display_name":"Poaceae","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w17-5042","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-5042","pdf_url":"https://www.aclweb.org/anthology/W17-5042.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 12th Workshop on Innovative Use of NLP for Building Educational Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/343173","is_oa":true,"landing_page_url":"http://www.aclweb.org/anthology/W17-5042","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/w17-5042","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-5042","pdf_url":"https://www.aclweb.org/anthology/W17-5042.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 12th Workshop on Innovative Use of NLP for Building Educational Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G3449656711","display_name":null,"funder_award_id":"240844","funder_id":"https://openalex.org/F4320324217","funder_display_name":"Comisi\u00f3n de Operaci\u00f3n y Fomento de Actividades Acad\u00e9micas, Instituto Polit\u00e9cnico Nacional"},{"id":"https://openalex.org/G4975235032","display_name":null,"funder_award_id":"240844","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320324217","display_name":"Comisi\u00f3n de Operaci\u00f3n y Fomento de Actividades Acad\u00e9micas, Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2760380084.pdf","grobid_xml":"https://content.openalex.org/works/W2760380084.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W110450163","https://openalex.org/W1506915175","https://openalex.org/W1508977358","https://openalex.org/W1522263329","https://openalex.org/W1688592801","https://openalex.org/W1748131547","https://openalex.org/W1967981232","https://openalex.org/W2101234009","https://openalex.org/W2109883364","https://openalex.org/W2125446229","https://openalex.org/W2135528482","https://openalex.org/W2181262297","https://openalex.org/W2251049886","https://openalex.org/W2251303571","https://openalex.org/W2252187216","https://openalex.org/W2295546582","https://openalex.org/W2295585256","https://openalex.org/W2513507089","https://openalex.org/W2561747913","https://openalex.org/W2577176677","https://openalex.org/W2585583534","https://openalex.org/W2601037984","https://openalex.org/W2741141164","https://openalex.org/W2741795463","https://openalex.org/W2895799718","https://openalex.org/W2955901475","https://openalex.org/W3198103189","https://openalex.org/W4245327150","https://openalex.org/W4249543223"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W3006682748","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W4206560911"],"abstract_inverted_index":{"We":[0,68],"present":[1],"the":[2,9,77,91,96],"CIC-FBK":[3],"system,":[4],"which":[5],"took":[6],"part":[7],"in":[8,23,50,95],"Native":[10],"Language":[11],"Identification":[12],"(NLI)":[13],"Shared":[14,98],"Task":[15,99],"2017.":[16],"Our":[17,83],"approach":[18],"combines":[19],"features":[20,46],"commonly":[21],"used":[22],"previous":[24],"NLI":[25,97],"research,":[26],"i.e.,":[27],"word":[28],"n-grams,":[29,31,33,57],"lemma":[30],"part-of-speech":[32],"and":[34,45,58,63,73,89],"function":[35],"words,":[36,44],"with":[37],"recently":[38],"introduced":[39],"character":[40,56],"n-grams":[41,60],"from":[42],"misspelled":[43],"that":[47],"are":[48],"novel":[49],"this":[51],"task,":[52],"such":[53],"as":[54],"typed":[55],"syntactic":[59,65],"of":[61,64],"words":[62],"relation":[66],"tags.":[67],"use":[69],"log-entropy":[70],"weighting":[71],"scheme":[72],"perform":[74],"classification":[75],"using":[76],"Support":[78],"Vector":[79],"Machines":[80],"(SVM)":[81],"algorithm.":[82],"system":[84],"achieved":[85],"0.8808":[86],"macro-averaged":[87],"F1-score":[88],"shared":[90],"1":[92],"st":[93],"rank":[94],"2017":[100],"scoring.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
