{"id":"https://openalex.org/W4312723481","doi":"https://doi.org/10.1109/icccnt54827.2022.9984492","title":"Quora Question Pairs Identification and Insincere Questions Classification","display_name":"Quora Question Pairs Identification and Insincere Questions Classification","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4312723481","doi":"https://doi.org/10.1109/icccnt54827.2022.9984492"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt54827.2022.9984492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984492","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5034491147","display_name":"Sai Surya Teja Gontumukkala","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sai Surya Teja Gontumukkala","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053175190","display_name":"Yogeshwara Sai Varun Godavarthi","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogeshwara Sai Varun Godavarthi","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030664669","display_name":"Bhanu Rama Ravi Teja Gonugunta","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhanu Rama Ravi Teja Gonugunta","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101475086","display_name":"Deepa Gupta","orcid":"https://orcid.org/0000-0002-1041-5125"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepa Gupta","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037211246","display_name":"Suja Palaniswamy","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suja Palaniswamy","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034491147"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.2465,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.81959707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9970999956130981,"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":0.9970999956130981,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9575999975204468,"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/recall","display_name":"Recall","score":0.7144101858139038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6855149865150452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6848587989807129},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6689023971557617},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.6669188737869263},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6413475275039673},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.6141239404678345},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.5871418714523315},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5238737463951111},{"id":"https://openalex.org/keywords/paraphrase","display_name":"Paraphrase","score":0.49811649322509766},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4222540557384491},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3936287760734558},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35454612970352173},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15417832136154175}],"concepts":[{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.7144101858139038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6855149865150452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848587989807129},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6689023971557617},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.6669188737869263},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6413475275039673},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6141239404678345},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.5871418714523315},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5238737463951111},{"id":"https://openalex.org/C2780922921","wikidata":"https://www.wikidata.org/wiki/Q255189","display_name":"Paraphrase","level":2,"score":0.49811649322509766},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4222540557384491},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3936287760734558},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35454612970352173},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15417832136154175},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt54827.2022.9984492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984492","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2789115384","https://openalex.org/W2791328186","https://openalex.org/W2909469149","https://openalex.org/W2953903036","https://openalex.org/W2972084801","https://openalex.org/W2982101965","https://openalex.org/W3000537391","https://openalex.org/W3002474999","https://openalex.org/W3005818844","https://openalex.org/W3011077506","https://openalex.org/W3033353720","https://openalex.org/W3134372130","https://openalex.org/W3193202886","https://openalex.org/W3203143333","https://openalex.org/W3209982355","https://openalex.org/W3216453426","https://openalex.org/W4205400596","https://openalex.org/W4226199596","https://openalex.org/W4282838468","https://openalex.org/W4285225916","https://openalex.org/W4393541724","https://openalex.org/W4394021975","https://openalex.org/W6765114509","https://openalex.org/W6800716805"],"related_works":["https://openalex.org/W191017350","https://openalex.org/W3137243147","https://openalex.org/W4206666510","https://openalex.org/W2018298289","https://openalex.org/W2782520308","https://openalex.org/W3175194702","https://openalex.org/W2251069562","https://openalex.org/W2507232959","https://openalex.org/W2131833475","https://openalex.org/W2185539916"],"abstract_inverted_index":{"Quora":[0,17,157],"is":[1],"a":[2,18,56],"question-answering":[3],"site":[4],"where":[5],"people":[6],"ask":[7],"questions":[8,14,34,41],"and":[9,39,71,90,105,131,144,161,174,193],"reply":[10],"to":[11,37,58],"the":[12,30,44,47,83,139,169],"existing":[13],"which":[15,35],"makes":[16],"great":[19],"interactive":[20],"platform":[21],"but":[22],"it":[23],"also":[24],"has":[25,137,197],"few":[26],"challenges":[27,62],"such":[28],"as":[29],"occurrence":[31],"of":[32,46,66,127,142,148,172,178],"duplicate":[33],"lead":[36],"ambiguity":[38],"insincere":[40,102],"that":[42],"degrade":[43],"value":[45],"site.":[48],"In":[49],"this":[50],"research":[51,135,195],"work,":[52],"we":[53],"have":[54],"proposed":[55],"method":[57],"overcome":[59],"these":[60],"two":[61],"by":[63,150,180],"using":[64,151,181],"techniques":[65],"Natural":[67],"Language":[68],"Processing":[69],"(NLP)":[70],"Deep":[72],"Learning":[73],"(DL).":[74],"Five":[75],"different":[76],"word":[77],"embeddings":[78],"were":[79,99,113,189],"used":[80,100,114],"for":[81,101,115,156,162],"both":[82],"problems,":[84],"Bidirectional":[85],"Long":[86,108],"Short-Term":[87,109],"Memory":[88,110],"(BiLSTM)":[89],"Bi-Gated":[91],"Recurrent":[92],"Unit":[93],"(BiGRU)":[94],"architecture":[95,112],"with":[96,191],"attention":[97],"mechanism":[98],"question":[103,116],"classification":[104],"Siamese":[106,154],"Manhattan":[107],"(MaLSTM)":[111],"pairs":[117],"identification.":[118],"The":[119],"implemented":[120],"models":[121],"are":[122],"performing":[123],"well,":[124],"in":[125],"terms":[126],"accuracy,":[128],"precision,":[129],"recall,":[130],"F1":[132,146,176],"Score.":[133],"Our":[134,187],"work":[136,196],"achieved":[138,168],"highest":[140,145,170,175],"accuracy":[141,171],"90%":[143],"score":[147,177],"0.89":[149],"Paraphrase-MiniLM-L6-v2":[152],"+":[153,183,185],"MaLSTM":[155],"Question":[158],"Pairs":[159],"Identification":[160],"Insincere":[163],"Questions":[164],"Classification":[165],"our":[166,194],"model":[167],"95%":[173],"0.82":[179],"FastText":[182],"BiLSTM":[184],"BiGRU.":[186],"results":[188],"compared":[190],"literature":[192],"outperformed":[198],"baseline":[199],"models.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}