{"id":"https://openalex.org/W4384828652","doi":"https://doi.org/10.1145/3539618.3591907","title":"MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering","display_name":"MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384828652","doi":"https://doi.org/10.1145/3539618.3591907"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591907","doi":"https://doi.org/10.1145/3539618.3591907","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591907","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591907","source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591907","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101709412","display_name":"Yang Bai","orcid":"https://orcid.org/0000-0002-7322-5556","observed_orcids":["https://orcid.org/0000-0002-7322-5556"]},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Bai","raw_affiliation_strings":["The University of Florida, Gainesville, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-7322-5556","affiliations":[{"raw_affiliation_string":"The University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090488711","display_name":"Anthony Colas","orcid":"https://orcid.org/0009-0008-0042-6796","observed_orcids":["https://orcid.org/0009-0008-0042-6796"]},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Colas","raw_affiliation_strings":["The University of Florida, Gainesville, FL, USA"],"raw_orcid":"https://orcid.org/0009-0008-0042-6796","affiliations":[{"raw_affiliation_string":"The University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003464266","display_name":"Daisy Zhe Wang","orcid":"https://orcid.org/0009-0003-8234-5482","observed_orcids":["https://orcid.org/0009-0003-8234-5482"]},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daisy Zhe Wang","raw_affiliation_strings":["The University of Florida, Gainesville, FL, USA"],"raw_orcid":"https://orcid.org/0009-0003-8234-5482","affiliations":[{"raw_affiliation_string":"The University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":3.2066,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92417961,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3017","last_page":"3026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.0010999999940395355,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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/fact-checking","display_name":"fact-checking","score":0.7680000066757202},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":0.7450000047683716},{"id":"https://openalex.org/keywords/open-domain-question-answering","display_name":"open-domain question answering","score":0.9359999895095825},{"id":"https://openalex.org/keywords/stance-detection","display_name":"stance detection","score":0.49900001287460327},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.6499999761581421},{"id":"https://openalex.org/keywords/factoid-questions","display_name":"factoid questions","score":0.7509999871253967},{"id":"https://openalex.org/keywords/controversial-issues","display_name":"controversial issues","score":0.3490000069141388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8396131992340088},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.6692556738853455},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6499752998352051},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.628055214881897},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5732787847518921},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.559900164604187},{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.5494179725646973},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5428152084350586},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5082859396934509},{"id":"https://openalex.org/C2993776861","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Open domain","level":3,"score":0.5047982931137085},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4955679178237915},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47495245933532715},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.42374980449676514},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4186114966869354},{"id":"https://openalex.org/C2776004034","wikidata":"https://www.wikidata.org/wiki/Q1068755","display_name":"Check-in","level":2,"score":0.41833972930908203},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40767741203308105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29603856801986694},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12576520442962646},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3539618.3591907","doi":"https://doi.org/10.1145/3539618.3591907","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591907","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591907","source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2307.11848","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2307.11848","pdf_url":"https://arxiv.org/pdf/2307.11848","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2307.11848","doi":"https://doi.org/10.48550/arxiv.2307.11848","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2307.11848","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1145/3539618.3591907","doi":"https://doi.org/10.1145/3539618.3591907","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591907","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591907","source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4713059963","display_name":null,"funder_award_id":"FA8750","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G4818418728","display_name":null,"funder_award_id":"FA8750-18-2-0014","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384828652.pdf","grobid_xml":"https://content.openalex.org/works/W4384828652.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1801866228","https://openalex.org/W2252136820","https://openalex.org/W2409591106","https://openalex.org/W2612431505","https://openalex.org/W2742330194","https://openalex.org/W2743800013","https://openalex.org/W2767778890","https://openalex.org/W2902421513","https://openalex.org/W2912924812","https://openalex.org/W2962985038","https://openalex.org/W2963748441","https://openalex.org/W2963957489","https://openalex.org/W3010437356","https://openalex.org/W3023239493","https://openalex.org/W3024647820","https://openalex.org/W3092606388","https://openalex.org/W3100292568","https://openalex.org/W3180230246","https://openalex.org/W3186906220","https://openalex.org/W3200076410","https://openalex.org/W4252076394"],"related_works":["https://openalex.org/W3104855268","https://openalex.org/W3196948150","https://openalex.org/W3017039072","https://openalex.org/W4414738196","https://openalex.org/W4385571096","https://openalex.org/W4405600494","https://openalex.org/W4379228874","https://openalex.org/W4285787221","https://openalex.org/W4386588395","https://openalex.org/W4225485802"],"abstract_inverted_index":{"Check-worthy":[0],"claim":[1,87],"detection":[2],"aims":[3],"at":[4],"providing":[5],"plausible":[6],"misinformation":[7,102],"to":[8,16,35,48,203],"the":[9,25,107,169,189],"downstream":[10],"fact-checking":[11,26],"systems":[12],"or":[13],"human":[14],"experts":[15],"check.":[17],"This":[18],"is":[19,93,131,163],"a":[20,40,55,71,98,174],"crucial":[21],"step":[22],"toward":[23],"accelerating":[24],"process.":[27],"Many":[28],"efforts":[29],"have":[30],"been":[31],"put":[32],"into":[33,148],"how":[34,47],"identify":[36,197],"check-worthy":[37,51,86],"claims":[38,52,96],"from":[39,54],"small":[41],"scale":[42],"of":[43,101],"pre-collected":[44],"claims,":[45],"but":[46],"efficiently":[49],"detect":[50],"directly":[53],"large-scale":[56,85],"information":[57],"source,":[58],"such":[59],"as":[60],"Twitter,":[61],"remains":[62],"underexplored.":[63],"To":[64,110],"fill":[65],"this":[66,92,112],"gap,":[67],"we":[68,114,137,157,172],"introduce":[69],"MythQA,":[70],"new":[72],"multi-answer":[73,123],"open-domain":[74],"question":[75,130],"answering(QA)":[76],"task":[77],"that":[78,94,103],"involves":[79],"contradictory":[80,95],"stance":[81],"mining":[82],"for":[83,141,165,177,184,200],"query-based":[84],"detection.":[88],"The":[89],"idea":[90],"behind":[91],"are":[97,209],"strong":[99],"indicator":[100],"merits":[104],"scrutiny":[105],"by":[106],"appropriate":[108],"authorities.":[109],"study":[111],"task,":[113],"construct":[115],"TweetMythQA,":[116],"an":[117],"evaluation":[118],"dataset":[119],"containing":[120],"522":[121],"factoid":[122],"questions":[124],"based":[125],"on":[126],"controversial":[127],"topics.":[128],"Each":[129],"annotated":[132,158],"with":[133],"multiple":[134],"answers.":[135],"Moreover,":[136],"collect":[138],"relevant":[139],"tweets":[140],"each":[142,185],"distinct":[143],"answer,":[144],"then":[145],"classify":[146],"them":[147],"three":[149],"categories:":[150],"\"Supporting\",":[151],"\"Refuting\",":[152],"and":[153,179,196,207],"\"Neutral\".":[154],"In":[155],"total,":[156],"5.3K":[159],"tweets.":[160],"Contradictory":[161],"evidence":[162],"collected":[164],"all":[166],"answers":[167],"in":[168],"dataset.":[170,191],"Finally,":[171],"present":[173],"baseline":[175],"system":[176,186],"MythQA":[178],"evaluate":[180],"existing":[181],"NLP":[182],"models":[183,202],"component":[187],"using":[188],"TweetMythQA":[190],"We":[192],"provide":[193],"initial":[194],"benchmarks":[195],"key":[198],"challenges":[199],"future":[201],"improve":[204],"upon.":[205],"Code":[206],"data":[208],"available":[210],"at:":[211],"https://github.com/TonyBY/Myth-QA":[212]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-07-21T00:00:00"}