{"id":"https://openalex.org/W4366259376","doi":"https://doi.org/10.1109/ccwc57344.2023.10099331","title":"Interpretable Bangla Sarcasm Detection using BERT and Explainable AI","display_name":"Interpretable Bangla Sarcasm Detection using BERT and Explainable AI","publication_year":2023,"publication_date":"2023-03-08","ids":{"openalex":"https://openalex.org/W4366259376","doi":"https://doi.org/10.1109/ccwc57344.2023.10099331"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc57344.2023.10099331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc57344.2023.10099331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC)","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/A5086248324","display_name":"Ramisa Anan","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Ramisa Anan","raw_affiliation_strings":["Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081534859","display_name":"Tasnim Sakib Apon","orcid":"https://orcid.org/0000-0002-5238-8276"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tasnim Sakib Apon","raw_affiliation_strings":["Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039731472","display_name":"Zeba Tahsin Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zeba Tahsin Hossain","raw_affiliation_strings":["Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011900968","display_name":"Elizabeth Antora Modhu","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Elizabeth Antora Modhu","raw_affiliation_strings":["Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101519653","display_name":"Sudipta Mondal","orcid":"https://orcid.org/0009-0002-6440-5309"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sudipta Mondal","raw_affiliation_strings":["Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051981813","display_name":"Md. Golam Rabiul Alam","orcid":"https://orcid.org/0000-0002-9054-7557"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"MD. Golam Rabiul Alam","raw_affiliation_strings":["Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, BRAC University,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086248324"],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":2.1822,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89810559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1272","last_page":"1278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9965999722480774,"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/T10260","display_name":"Software Engineering Research","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/sarcasm","display_name":"Sarcasm","score":0.9974762797355652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7653601765632629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7438170909881592},{"id":"https://openalex.org/keywords/bengali","display_name":"Bengali","score":0.7351296544075012},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6994460821151733},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6725810170173645},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6515676975250244},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5946788787841797},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.5629237294197083},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5383260250091553},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5203759074211121},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.4815855026245117},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4655061364173889},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.32671037316322327},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1774926483631134},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17383316159248352},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15856307744979858},{"id":"https://openalex.org/keywords/irony","display_name":"Irony","score":0.15647193789482117}],"concepts":[{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.9974762797355652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7653601765632629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7438170909881592},{"id":"https://openalex.org/C19235068","wikidata":"https://www.wikidata.org/wiki/Q9610","display_name":"Bengali","level":2,"score":0.7351296544075012},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6994460821151733},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6725810170173645},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6515676975250244},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5946788787841797},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.5629237294197083},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5383260250091553},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5203759074211121},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.4815855026245117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4655061364173889},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.32671037316322327},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1774926483631134},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17383316159248352},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15856307744979858},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.15647193789482117},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc57344.2023.10099331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc57344.2023.10099331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC)","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":16,"referenced_works":["https://openalex.org/W2015440905","https://openalex.org/W2250539671","https://openalex.org/W2252381721","https://openalex.org/W2282821441","https://openalex.org/W2596043126","https://openalex.org/W2912771644","https://openalex.org/W3099108204","https://openalex.org/W3138407803","https://openalex.org/W3163856144","https://openalex.org/W3168784625","https://openalex.org/W3182354233","https://openalex.org/W3183906236","https://openalex.org/W3195105121","https://openalex.org/W3213807673","https://openalex.org/W4362682099","https://openalex.org/W6794373130"],"related_works":["https://openalex.org/W2900446122","https://openalex.org/W3037315328","https://openalex.org/W4312684429","https://openalex.org/W3101138303","https://openalex.org/W2349372848","https://openalex.org/W2753593955","https://openalex.org/W2907442881","https://openalex.org/W3018705632","https://openalex.org/W4212978906","https://openalex.org/W1540611520"],"abstract_inverted_index":{"A":[0],"positive":[1],"phrase":[2],"or":[3],"a":[4,82,96,101,118,138,176],"sentence":[5],"with":[6],"an":[7,48,89],"underlying":[8],"negative":[9],"motive":[10],"is":[11,17,80],"usually":[12,72],"defined":[13],"as":[14,26,60],"sarcasm":[15,71,106,123,180],"that":[16,52,141,166,183],"widely":[18],"used":[19],"in":[20,36,56,108,125],"today's":[21],"social":[22,37],"media":[23,38],"platforms":[24],"such":[25,59],"Facebook,":[27],"Twitter,":[28],"Reddit,":[29],"etc.":[30,68],"In":[31,133],"recent":[32],"times":[33],"active":[34],"users":[35],"plat-forms":[39],"are":[40,152,208],"increasing":[41],"dramatically":[42],"which":[43,207],"raises":[44],"the":[45,74,111,126,131,146,188,204],"need":[46],"for":[47,187],"automated":[49],"NLP-based":[50,90],"system":[51,140],"can":[53,142],"be":[54],"utilized":[55,147,175],"various":[57],"tasks":[58],"determining":[61],"market":[62],"demand,":[63],"sentiment":[64],"analysis,":[65],"threat":[66],"detection,":[67],"However,":[69],"since":[70],"implies":[73],"opposite":[75],"meaning":[76,86],"and":[77,115,121,201,212],"its":[78],"detection":[79,107,124],"frequently":[81],"challenging":[83],"issue,":[84],"data":[85],"extraction":[87],"through":[88],"model":[91],"becomes":[92],"more":[93],"complicated.":[94],"As":[95],"result,":[97],"there":[98],"has":[99],"been":[100,117],"lot":[102],"of":[103,155,190,196,199,206],"study":[104],"on":[105],"English":[109],"over":[110],"past":[112],"several":[113],"years,":[114],"there's":[116],"noticeable":[119],"improvement":[120],"yet":[122],"Bangla":[127],"language's":[128],"state":[129],"remains":[130],"same.":[132],"this":[134,191],"article,":[135],"we":[136,159,173],"present":[137],"BERT-based":[139],"achieve":[143],"99.60%":[144],"while":[145],"traditional":[148],"machine":[149],"learning":[150],"algorithms":[151],"only":[153],"capable":[154],"achieving":[156],"89.93%.":[157],"Additionally,":[158],"have":[160,174],"employed":[161],"Local":[162],"Interpretable":[163],"Model-Agnostic":[164],"Explanations":[165],"introduce":[167],"explainability":[168],"to":[169],"our":[170],"system.":[171],"Moreover,":[172],"newly":[177],"collected":[178],"bangla":[179],"dataset,":[181],"BanglaSarc":[182],"was":[184],"constructed":[185],"specifically":[186],"evaluation":[189],"study.":[192],"This":[193],"dataset":[194],"consists":[195],"fresh":[197],"records":[198],"sarcastic":[200],"non-sarcastic":[202],"comments,":[203],"majority":[205],"acquired":[209],"from":[210],"Facebook":[211],"YouTube":[213],"comment":[214],"sections.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
