{"id":"https://openalex.org/W4210609034","doi":"https://doi.org/10.1145/3511601","title":"Breaking the Curse of Class Imbalance: Bangla Text Classification","display_name":"Breaking the Curse of Class Imbalance: Bangla Text Classification","publication_year":2022,"publication_date":"2022-02-03","ids":{"openalex":"https://openalex.org/W4210609034","doi":"https://doi.org/10.1145/3511601"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511601","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5002292219","display_name":"Md. Rafi-Ur-Rashid","orcid":"https://orcid.org/0000-0002-3089-5277"},"institutions":[{"id":"https://openalex.org/I184763120","display_name":"Bangladesh University","ror":"https://ror.org/03zta4r50","country_code":"BD","type":"education","lineage":["https://openalex.org/I184763120"]},{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Rafi-Ur-Rashid","raw_affiliation_strings":["Bangladesh University of Engineering & Technology (BUET), Bangladesh, and United International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering & Technology (BUET), Bangladesh, and United International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I184763120","https://openalex.org/I63169043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049610333","display_name":"M. Mahbub","orcid":"https://orcid.org/0000-0002-1343-7493"},"institutions":[{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]},{"id":"https://openalex.org/I184763120","display_name":"Bangladesh University","ror":"https://ror.org/03zta4r50","country_code":"BD","type":"education","lineage":["https://openalex.org/I184763120"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahim Mahbub","raw_affiliation_strings":["Bangladesh University of Engineering & Technology (BUET), Bangladesh, and United International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering & Technology (BUET), Bangladesh, and United International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I63169043","https://openalex.org/I184763120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059669108","display_name":"Muhammad Abdullah Adnan","orcid":"https://orcid.org/0000-0003-3219-9053"},"institutions":[{"id":"https://openalex.org/I184763120","display_name":"Bangladesh University","ror":"https://ror.org/03zta4r50","country_code":"BD","type":"education","lineage":["https://openalex.org/I184763120"]},{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Abdullah Adnan","raw_affiliation_strings":["Bangladesh University of Engineering & Technology (BUET), Bangladesh, and United International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering & Technology (BUET), Bangladesh, and United International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I184763120","https://openalex.org/I63169043"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.973,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99997,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":85,"max":87},"biblio":{"volume":"21","issue":"5","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9795,"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":0.9772,"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/benchmark","display_name":"Benchmark (surveying)","score":0.5596104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7434944},{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.6683425},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5596104},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5410688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5224118},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.51929563},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.49119636},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3308068},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.072635084},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511601","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.62,"id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":60,"referenced_works":["https://openalex.org/W1563375353","https://openalex.org/W1800271513","https://openalex.org/W1817561967","https://openalex.org/W1832693441","https://openalex.org/W1941659294","https://openalex.org/W2061122559","https://openalex.org/W2064675550","https://openalex.org/W2091007025","https://openalex.org/W2096945460","https://openalex.org/W2099454382","https://openalex.org/W2101156862","https://openalex.org/W2104167780","https://openalex.org/W2116825089","https://openalex.org/W2119191234","https://openalex.org/W2126996952","https://openalex.org/W2131774270","https://openalex.org/W2133506114","https://openalex.org/W2165086927","https://openalex.org/W2171928131","https://openalex.org/W2250539671","https://openalex.org/W2250879510","https://openalex.org/W2251579496","https://openalex.org/W2251771443","https://openalex.org/W2252067416","https://openalex.org/W2295598076","https://openalex.org/W2440599146","https://openalex.org/W2531563875","https://openalex.org/W2537052583","https://openalex.org/W2551429935","https://openalex.org/W2586756136","https://openalex.org/W2604272474","https://openalex.org/W2612690371","https://openalex.org/W2742330194","https://openalex.org/W2763699126","https://openalex.org/W2769470793","https://openalex.org/W2785700004","https://openalex.org/W2809476703","https://openalex.org/W2889606600","https://openalex.org/W2890872363","https://openalex.org/W2897492344","https://openalex.org/W2897701541","https://openalex.org/W2911964244","https://openalex.org/W2912642460","https://openalex.org/W2912934387","https://openalex.org/W2936503027","https://openalex.org/W2944780533","https://openalex.org/W2951278869","https://openalex.org/W2951307134","https://openalex.org/W2952716587","https://openalex.org/W2963223306","https://openalex.org/W2963351448","https://openalex.org/W2963426391","https://openalex.org/W2990138404","https://openalex.org/W3005552547","https://openalex.org/W3105168542","https://openalex.org/W4239510810","https://openalex.org/W4239954780","https://openalex.org/W4240294902","https://openalex.org/W4288243420","https://openalex.org/W571200655"],"related_works":["https://openalex.org/W617692174","https://openalex.org/W4298170800","https://openalex.org/W4232781930","https://openalex.org/W3161006337","https://openalex.org/W3012305822","https://openalex.org/W2895890526","https://openalex.org/W2794758919","https://openalex.org/W2769530083","https://openalex.org/W2084490135","https://openalex.org/W2028401451"],"abstract_inverted_index":{"This":[0],"article":[1],"addresses":[2],"the":[3,20,56,78,81,94,100,111,123,150],"class":[4,50],"imbalance":[5],"issue":[6],"in":[7,74,139],"a":[8,14,48,140],"low-resource":[9],"language":[10],"called":[11],"Bengali.":[12],"As":[13],"use-case,":[15],"we":[16,29,85,98],"choose":[17],"one":[18],"of":[19,45,80,88,127,149],"most":[21],"fundamental":[22],"NLP":[23],"tasks,":[24],"i.e.,":[25],"text":[26,33,70],"classification,":[27],"where":[28],"utilize":[30],"three":[31,151],"benchmark":[32],"corpora:":[34],"fake-news":[35],"dataset,":[36,39],"sentiment":[37],"analysis":[38],"and":[40,71,117],"song":[41],"lyrics":[42],"dataset.":[43],"Each":[44],"them":[46],"contains":[47],"critical":[49],"imbalance.":[51],"We":[52,108],"attempt":[53],"to":[54,76,121],"tackle":[55],"problem":[57],"by":[58,92],"applying":[59],"several":[60],"strategies":[61],"that":[62],"include":[63],"data":[64,106,115],"augmentation":[65],"with":[66],"synthetic":[67],"samples":[68],"via":[69],"embedding":[72],"generation":[73],"order":[75],"augment":[77],"proportion":[79],"minority":[82,144],"samples.":[83,96],"Moreover,":[84],"apply":[86,110],"ensembling":[87],"deep":[89],"learning":[90],"models":[91],"subsetting":[93],"majority":[95],"Additionally,":[97],"enforce":[99],"focal":[101],"loss":[102],"function":[103],"for":[104,147],"class-imbalanced":[105,161],"classification.":[107],"also":[109],"outlier":[112],"detection":[113],"technique,":[114],"resampling,":[116],"hidden":[118],"feature":[119],"extraction":[120],"improve":[122],"minority-f1":[124],"score.":[125],"All":[126],"our":[128],"experimentations":[129],"are":[130],"entirely":[131],"focused":[132],"on":[133,158],"textual":[134],"content":[135],"analysis,":[136],"which":[137],"results":[138],"more":[141],"than":[142],"90%":[143],"f1":[145],"score":[146],"each":[148],"tasks.":[152],"It":[153],"is":[154],"an":[155],"excellent":[156],"outcome":[157],"such":[159],"highly":[160],"datasets.":[162]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4210609034","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2024-12-09T12:39:17.483772","created_date":"2022-02-08"}