{"id":"https://openalex.org/W3161457627","doi":"https://doi.org/10.1007/978-3-030-76508-8_11","title":"How BERT\u2019s Dropout Fine-Tuning Affects Text Classification?","display_name":"How BERT\u2019s Dropout Fine-Tuning Affects Text Classification?","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3161457627","doi":"https://doi.org/10.1007/978-3-030-76508-8_11","mag":"3161457627"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-76508-8_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-76508-8_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","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/A5042366744","display_name":"Salma El Anigri","orcid":"https://orcid.org/0000-0002-2874-6862"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Salma El Anigri","raw_affiliation_strings":["LIMIARF Laboratory, Faculty of Sciences, Mohammed V University, Rabat, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-2874-6862","affiliations":[{"raw_affiliation_string":"LIMIARF Laboratory, Faculty of Sciences, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052922037","display_name":"Mohammed Majid Himmi","orcid":"https://orcid.org/0000-0003-0166-0177"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Majid Himmi","raw_affiliation_strings":["LIMIARF Laboratory, Faculty of Sciences, Mohammed V University, Rabat, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-0166-0177","affiliations":[{"raw_affiliation_string":"LIMIARF Laboratory, Faculty of Sciences, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024242809","display_name":"Abdelhak Mahmoudi","orcid":"https://orcid.org/0000-0003-4141-0623"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhak Mahmoudi","raw_affiliation_strings":["LIMIARF Laboratory, Ecole Normale Sup\u00e9rieure, Mohammed V University, Rabat, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-4141-0623","affiliations":[{"raw_affiliation_string":"LIMIARF Laboratory, Ecole Normale Sup\u00e9rieure, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":2.5146,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90734759,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9927999973297119,"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/overfitting","display_name":"Overfitting","score":0.9661077260971069},{"id":"https://openalex.org/keywords/tweaking","display_name":"Tweaking","score":0.9360045194625854},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.9057916402816772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6982036828994751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6067403554916382},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6047044396400452},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.535237193107605},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.42735400795936584},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16613918542861938},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08946382999420166}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9661077260971069},{"id":"https://openalex.org/C2780200862","wikidata":"https://www.wikidata.org/wiki/Q4453309","display_name":"Tweaking","level":2,"score":0.9360045194625854},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.9057916402816772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6982036828994751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6067403554916382},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6047044396400452},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.535237193107605},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.42735400795936584},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16613918542861938},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08946382999420166},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-76508-8_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-76508-8_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2170240176","https://openalex.org/W2170973209","https://openalex.org/W2250539671","https://openalex.org/W2493916176","https://openalex.org/W2908510526","https://openalex.org/W2939507640","https://openalex.org/W2963026768","https://openalex.org/W2963159690","https://openalex.org/W2963341956","https://openalex.org/W2963748441","https://openalex.org/W2965373594","https://openalex.org/W2970183009","https://openalex.org/W2970597249","https://openalex.org/W2980708516","https://openalex.org/W2995998574","https://openalex.org/W2996428491","https://openalex.org/W3005700362"],"related_works":["https://openalex.org/W2989932438","https://openalex.org/W3128220493","https://openalex.org/W2095705004","https://openalex.org/W3099765033","https://openalex.org/W3175189414","https://openalex.org/W3161457627","https://openalex.org/W4210794429","https://openalex.org/W2953328427","https://openalex.org/W2605524926","https://openalex.org/W3186919929"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
