{"id":"https://openalex.org/W4407639374","doi":"https://doi.org/10.1109/acit62805.2024.10877210","title":"Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus","display_name":"Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4407639374","doi":"https://doi.org/10.1109/acit62805.2024.10877210"},"language":"en","primary_location":{"id":"doi:10.1109/acit62805.2024.10877210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10877210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"},"type":"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/A5033750597","display_name":"Md Sakib Ullah Sourav","orcid":"https://orcid.org/0000-0002-3450-4704"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Md Sakib Ullah Sourav","raw_affiliation_strings":["Shandong University of Finance and Economics,School of Management Science and Engineering,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics,School of Management Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056369956","display_name":"Mohammad Sultan Mahmud","orcid":"https://orcid.org/0000-0002-5795-787X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohammad Sultan Mahmud","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Senzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Senzhen,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031618633","display_name":"Hua Zheng","orcid":"https://orcid.org/0000-0002-2822-0078"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4403386539","display_name":"Software Engineering Institute of Guangzhou","ror":"https://ror.org/0549ke970","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Zheng","raw_affiliation_strings":["Software Engineering Institute of Guangzhou,Department of Software Engineering,Guangzhou,China,510990"],"affiliations":[{"raw_affiliation_string":"Software Engineering Institute of Guangzhou,Department of Software Engineering,Guangzhou,China,510990","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4403386539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015923093","display_name":"Mohammad Aljaidi","orcid":"https://orcid.org/0000-0001-9486-3533"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Aljaidi","raw_affiliation_strings":["Zarqa University,Department of Computer Science,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024838301","display_name":"Md. Simul Hasan Talukder","orcid":"https://orcid.org/0000-0003-4592-4779"},"institutions":[{"id":"https://openalex.org/I4210144275","display_name":"Dhaka University of Engineering & Technology","ror":"https://ror.org/03qxvyy35","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210144275"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Simul Hasan Talukder","raw_affiliation_strings":["Dhaka University of Engineering and Technology,Department of Electrical and Electronic Engineering,Dhaka"],"affiliations":[{"raw_affiliation_string":"Dhaka University of Engineering and Technology,Department of Electrical and Electronic Engineering,Dhaka","institution_ids":["https://openalex.org/I4210144275"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006756424","display_name":"Rejwan Bin Sulaiman","orcid":"https://orcid.org/0000-0002-3037-7808"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rejwan Bin Sulaiman","raw_affiliation_strings":["Northumbria University Newcastle Tayne, United Kingdom,School of Computer Science &#x0026; Technology,Northumbria,UK"],"affiliations":[{"raw_affiliation_string":"Northumbria University Newcastle Tayne, United Kingdom,School of Computer Science &#x0026; Technology,Northumbria,UK","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111210482","display_name":"Abdullah Hafez Nur","orcid":"https://orcid.org/0009-0008-8952-7656"},"institutions":[{"id":"https://openalex.org/I157669161","display_name":"International Islamic University Chittagong","ror":"https://ror.org/00eda4j42","country_code":"BD","type":"education","lineage":["https://openalex.org/I157669161"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdullah Hafez Nur","raw_affiliation_strings":["International Islamic University Chittagong,Department of Electronic and Telecommunication Engineering,Chittagong,Bangladesh"],"affiliations":[{"raw_affiliation_string":"International Islamic University Chittagong,Department of Electronic and Telecommunication Engineering,Chittagong,Bangladesh","institution_ids":["https://openalex.org/I157669161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017445382","display_name":"Ahmad Al\u2013Qerem","orcid":"https://orcid.org/0000-0003-2187-6194"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad Al-Qerem","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5033750597"],"corresponding_institution_ids":["https://openalex.org/I59483232"],"apc_list":null,"apc_paid":null,"fwci":1.5448,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86256625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9085000157356262,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9085000157356262,"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":0.9078999757766724,"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/bengali","display_name":"Bengali","score":0.9274452924728394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6912388801574707},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6458210945129395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5934420228004456},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5864405035972595},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4693140983581543},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3575552701950073},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09146237373352051},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08046972751617432}],"concepts":[{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.9274452924728394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912388801574707},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6458210945129395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5934420228004456},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5864405035972595},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4693140983581543},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3575552701950073},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09146237373352051},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08046972751617432},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit62805.2024.10877210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10877210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1567406843","https://openalex.org/W2057409323","https://openalex.org/W2739499354","https://openalex.org/W2889149926","https://openalex.org/W2903101678","https://openalex.org/W2916132663","https://openalex.org/W2953739332","https://openalex.org/W2963223838","https://openalex.org/W2984030454","https://openalex.org/W2986032230","https://openalex.org/W2995515875","https://openalex.org/W3118580427","https://openalex.org/W3125546619","https://openalex.org/W3128437760","https://openalex.org/W3128513378","https://openalex.org/W3133966466","https://openalex.org/W3154737699","https://openalex.org/W3160518394","https://openalex.org/W3182055376","https://openalex.org/W3215748564","https://openalex.org/W4200559659","https://openalex.org/W4206565514","https://openalex.org/W4236533540","https://openalex.org/W4251591997","https://openalex.org/W4296976275","https://openalex.org/W4312105496","https://openalex.org/W4313465967","https://openalex.org/W4362712080","https://openalex.org/W4385431668","https://openalex.org/W4388191027","https://openalex.org/W4390880298","https://openalex.org/W4390909962","https://openalex.org/W4391171541","https://openalex.org/W4391935447","https://openalex.org/W4400771146","https://openalex.org/W4400771536","https://openalex.org/W4400772194","https://openalex.org/W4403833271","https://openalex.org/W6783543296","https://openalex.org/W6790007911"],"related_works":["https://openalex.org/W2084490135","https://openalex.org/W4298170800","https://openalex.org/W2895890526","https://openalex.org/W617692174","https://openalex.org/W2794758919","https://openalex.org/W4232781930","https://openalex.org/W1913642778","https://openalex.org/W2028401451","https://openalex.org/W2769530083","https://openalex.org/W3161006337"],"abstract_inverted_index":{"Due":[0],"to":[1,128],"its":[2],"importance":[3],"in":[4,40,46,54,112,169],"studying":[5],"people\u2019s":[6],"thoughts":[7],"on":[8,24,31,149],"various":[9],"Web":[10],"2.0":[11],"services,":[12],"emotion":[13,38,89,151],"classification":[14,39],"is":[15,22,126,136],"a":[16,72,87],"critical":[17],"undertaking.":[18],"Most":[19],"existing":[20],"research":[21],"focused":[23],"the":[25,55,61,130],"English":[26],"language,":[27],"with":[28,153],"little":[29,49],"work":[30,171],"low-resource":[32],"languages.":[33,66,118],"Though":[34],"sentiment":[35],"analysis,":[36],"particularly":[37],"English,":[41],"has":[42,51],"received":[43],"increasing":[44],"attention":[45],"recent":[47,113],"years,":[48],"study":[50],"been":[52],"done":[53],"context":[56],"of":[57,60,75,132,146],"Bangla,":[58],"one":[59],"world\u2019s":[62],"most":[63],"widely":[64],"spoken":[65],"In":[67],"this":[68,170],"research,":[69],"we":[70,167],"propose":[71],"complete":[73],"set":[74],"approaches":[76],"for":[77,91,116],"identifying":[78],"and":[79,100,165],"extracting":[80],"emotions":[81],"from":[82,102],"Bangla":[83,88,103,121,147,157],"texts.":[84],"We":[85],"provide":[86],"classifier":[90],"six":[92,150],"classes,":[93],"i.e.,":[94],"anger,":[95],"disgust,":[96],"fear,":[97],"joy,":[98],"sadness,":[99],"surprise,":[101],"words":[104],"using":[105],"transformer-based":[106],"models,":[107],"which":[108],"exhibit":[109],"phenomenal":[110],"results":[111],"days,":[114],"especially":[115],"high-resource":[117],"The":[119,162],"Unified":[120],"Multi-class":[122],"Emotion":[123],"Corpus":[124],"(UBMEC)":[125],"used":[127,168],"assess":[129],"performance":[131],"our":[133],"models.":[134],"UBMEC":[135],"created":[137,159],"by":[138,160],"combining":[139],"two":[140],"previously":[141],"released":[142],"manually":[143,155],"labelled":[144,156],"datasets":[145],"comments":[148,158],"classes":[152],"fresh":[154],"us.":[161],"corpus":[163],"dataset":[164],"code":[166],"are":[172],"publicly":[173],"available.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
