{"id":"https://openalex.org/W2981478815","doi":"https://doi.org/10.1007/978-3-030-36687-2_77","title":"A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media","display_name":"A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media","publication_year":2019,"publication_date":"2019-11-26","ids":{"openalex":"https://openalex.org/W2981478815","doi":"https://doi.org/10.1007/978-3-030-36687-2_77","mag":"2981478815"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-36687-2_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-36687-2_77","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1910.12574","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056184938","display_name":"Marzieh Mozafari","orcid":"https://orcid.org/0000-0002-1384-7548"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Marzieh Mozafari","raw_affiliation_strings":["CNRS UMR5157, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, \u00c9vry, France"],"affiliations":[{"raw_affiliation_string":"CNRS UMR5157, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, \u00c9vry, France","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014176390","display_name":"Reza Farahbakhsh","orcid":"https://orcid.org/0000-0003-3219-3700"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Reza Farahbakhsh","raw_affiliation_strings":["CNRS UMR5157, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, \u00c9vry, France"],"affiliations":[{"raw_affiliation_string":"CNRS UMR5157, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, \u00c9vry, France","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107205316","display_name":"No\u00ebl Crespi","orcid":"https://orcid.org/0000-0003-2962-192X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"Telecom SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"No\u00ebl Crespi","raw_affiliation_strings":["CNRS UMR5157, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, \u00c9vry, France","Telecom SudParis >  >  >  >"],"affiliations":[{"raw_affiliation_string":"CNRS UMR5157, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, \u00c9vry, France","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Telecom SudParis >  >  >  >","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056184938"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210145102"],"apc_list":null,"apc_paid":null,"fwci":9.105,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.98519078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"928","last_page":"940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":1.0,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":1.0,"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":0.7702089548110962},{"id":"https://openalex.org/keywords/offensive","display_name":"Offensive","score":0.6930815577507019},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6567674875259399},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.621097981929779},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.5351895093917847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5342188477516174},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4831227958202362},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.47093120217323303},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4455295503139496},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4180944561958313},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40600451827049255},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3779531419277191},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.2198711335659027},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1935187578201294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702089548110962},{"id":"https://openalex.org/C176856949","wikidata":"https://www.wikidata.org/wiki/Q2001676","display_name":"Offensive","level":2,"score":0.6930815577507019},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6567674875259399},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.621097981929779},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.5351895093917847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5342188477516174},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4831227958202362},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.47093120217323303},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4455295503139496},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4180944561958313},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40600451827049255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3779531419277191},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.2198711335659027},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1935187578201294},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-36687-2_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-36687-2_77","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1910.12574","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1910.12574","pdf_url":"https://arxiv.org/pdf/1910.12574","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2981478815","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/1910.12574.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-02344806v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02344806","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex Networks 2019: 8th International Conference on Complex Networks and their Applications, Dec 2019, Lisbonne, Portugal. pp.928-940, &#x27E8;10.1007/978-3-030-36687-2_77&#x27E9;","raw_type":"Conference papers"},{"id":"doi:10.48550/arxiv.1910.12574","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1910.12574","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1910.12574","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1910.12574","pdf_url":"https://arxiv.org/pdf/1910.12574","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1071251684","https://openalex.org/W1607172633","https://openalex.org/W1871142974","https://openalex.org/W2340954483","https://openalex.org/W2473555522","https://openalex.org/W2563826943","https://openalex.org/W2564933006","https://openalex.org/W2595653137","https://openalex.org/W2741065173","https://openalex.org/W2773126195","https://openalex.org/W2784121710","https://openalex.org/W2796646590","https://openalex.org/W2797799909","https://openalex.org/W2806872289","https://openalex.org/W2883957017","https://openalex.org/W2887782043","https://openalex.org/W2946681640","https://openalex.org/W2949678053","https://openalex.org/W2962739339","https://openalex.org/W2963341956","https://openalex.org/W2963793818","https://openalex.org/W2963943967","https://openalex.org/W2972735048","https://openalex.org/W3037438699","https://openalex.org/W3099076442","https://openalex.org/W3103061166","https://openalex.org/W4299448294","https://openalex.org/W6603222412","https://openalex.org/W6608040171","https://openalex.org/W6702248584","https://openalex.org/W6836189640"],"related_works":["https://openalex.org/W2473555522","https://openalex.org/W2951737564","https://openalex.org/W3189374329","https://openalex.org/W3037822982","https://openalex.org/W2963790884","https://openalex.org/W2994145076","https://openalex.org/W2912068452","https://openalex.org/W3174776628","https://openalex.org/W3128004393","https://openalex.org/W2954479967","https://openalex.org/W3115453555","https://openalex.org/W2894860004","https://openalex.org/W3109176050","https://openalex.org/W3172755081","https://openalex.org/W3103061166","https://openalex.org/W3087144884","https://openalex.org/W2954226438","https://openalex.org/W2896457183","https://openalex.org/W2740168486","https://openalex.org/W1871142974"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":7}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
