{"id":"https://openalex.org/W4405232472","doi":"https://doi.org/10.1109/tcss.2024.3501316","title":"RAG-Based Crowdsourcing Task Decomposition via Masked Contrastive Learning With Prompts","display_name":"RAG-Based Crowdsourcing Task Decomposition via Masked Contrastive Learning With Prompts","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4405232472","doi":"https://doi.org/10.1109/tcss.2024.3501316"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3501316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3501316","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-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/A5009587198","display_name":"Jing Yang","orcid":"https://orcid.org/0000-0002-5918-2991"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Yang","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112719601","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-0008-0659"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112339823","display_name":"Yu Zhao","orcid":"https://orcid.org/0009-0005-3831-785X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhao","raw_affiliation_strings":["National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071054036","display_name":"Yuhang Liu","orcid":"https://orcid.org/0000-0003-0299-6887"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Liu","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["Macau University of Science and Technology, Macao, China"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009587198"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"],"apc_list":null,"apc_paid":null,"fwci":1.7202,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88997371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"4","first_page":"1535","last_page":"1547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.881894588470459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.624240517616272},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6226327419281006},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5465476512908936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5369763970375061},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5293042659759521},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1737568974494934},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14873933792114258},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09530416131019592}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.881894588470459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.624240517616272},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6226327419281006},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5465476512908936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5369763970375061},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5293042659759521},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1737568974494934},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14873933792114258},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09530416131019592},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3501316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3501316","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W323690532","https://openalex.org/W1594393406","https://openalex.org/W1996542214","https://openalex.org/W2034553435","https://openalex.org/W2051883257","https://openalex.org/W2072628044","https://openalex.org/W2088911157","https://openalex.org/W2111020647","https://openalex.org/W2133485007","https://openalex.org/W2324417174","https://openalex.org/W2765880814","https://openalex.org/W2767079919","https://openalex.org/W2780029161","https://openalex.org/W2785650693","https://openalex.org/W2888808532","https://openalex.org/W2936516903","https://openalex.org/W2963360413","https://openalex.org/W2981647022","https://openalex.org/W2984582583","https://openalex.org/W3009925493","https://openalex.org/W3035229828","https://openalex.org/W3099130708","https://openalex.org/W3102925419","https://openalex.org/W3103598187","https://openalex.org/W3104597568","https://openalex.org/W3106178264","https://openalex.org/W3137926197","https://openalex.org/W3171153522","https://openalex.org/W3174870841","https://openalex.org/W3174945605","https://openalex.org/W3177112239","https://openalex.org/W4205360104","https://openalex.org/W4206185536","https://openalex.org/W4230939871","https://openalex.org/W4280636077","https://openalex.org/W4285276432","https://openalex.org/W4287854903","https://openalex.org/W4296425724","https://openalex.org/W4310874958","https://openalex.org/W4312238169","https://openalex.org/W4313306305","https://openalex.org/W4367595583","https://openalex.org/W4380084790","https://openalex.org/W4385154238","https://openalex.org/W4385565111","https://openalex.org/W4386088221","https://openalex.org/W4389473835","https://openalex.org/W4389473925","https://openalex.org/W4389519411","https://openalex.org/W4391331175","https://openalex.org/W4391341401","https://openalex.org/W4392124012","https://openalex.org/W4392901741","https://openalex.org/W4405787555","https://openalex.org/W6637620875","https://openalex.org/W6749986616","https://openalex.org/W6755207826","https://openalex.org/W6777615688","https://openalex.org/W6849741078","https://openalex.org/W6850625674","https://openalex.org/W6853812840"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W2366903352","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Crowdsourcing":[0],"is":[1,180,199],"a":[2,20,44,90,134,144],"critical":[3],"technology":[4],"in":[5,183,207],"social":[6],"manufacturing,":[7],"which":[8,142],"leverages":[9],"an":[10],"extensive":[11],"and":[12,38,74,120,126,154,166,186,197,205],"boundless":[13],"reservoir":[14],"of":[15,23,29,82,104],"human":[16],"resources":[17],"to":[18,62,68,114,148,160,164,170,201],"handle":[19],"wide":[21],"array":[22],"complex":[24,31],"tasks.":[25],"The":[26],"successful":[27],"execution":[28],"these":[30,86],"tasks":[32,66],"relies":[33],"on":[34,123,192],"task":[35],"decomposition":[36],"(TD)":[37],"allocation,":[39],"with":[40],"the":[41,47,80,102,109],"former":[42],"being":[43],"prerequisite":[45],"for":[46,139],"latter.":[48],"Recently,":[49],"pretrained":[50],"language":[51,106],"models-based":[52],"methods":[53,112],"have":[54],"garnered":[55],"significant":[56],"attention.":[57],"However,":[58,108],"they":[59],"are":[60,158],"constrained":[61],"handling":[63],"straightforward":[64],"common-sense":[65],"due":[67],"their":[69],"inherent":[70],"restrictions":[71],"involving":[72],"limited":[73],"difficult-to-update":[75],"knowledge":[76],"as":[77,79,98],"well":[78],"presence":[81],"\u201challucinations.\u201d":[83],"To":[84],"address":[85],"issues,":[87],"we":[88,132],"propose":[89],"retrieval-augmented":[91],"generation-based":[92],"crowdsourcing":[93],"framework":[94,138],"that":[95],"reformulates":[96],"TD":[97,140],"event":[99,118,172],"detection":[100,111],"from":[101],"perspective":[103],"natural":[105],"understanding.":[107],"existing":[110],"fail":[113],"distinguish":[115],"differences":[116],"between":[117],"types":[119],"always":[121],"depend":[122],"heuristic":[124],"rules":[125],"external":[127],"semantic":[128],"analyzing":[129],"tools.":[130],"Therefore,":[131],"present":[133],"prompt-based":[135,145],"contrastive":[136,156],"learning":[137,157],"(PBCT),":[141],"incorporates":[143],"trigger":[146,165],"detector":[147],"overcome":[149],"dependence.":[150],"Additionally,":[151],"trigger-attentive":[152],"sentinel":[153],"masked":[155],"designed":[159],"provide":[161],"varying":[162],"attention":[163],"contextual":[167],"features":[168],"according":[169],"different":[171],"types.":[173],"Extensive":[174],"experiment":[175],"results":[176],"demonstrate":[177],"our":[178],"method":[179],"highly":[181],"competitive":[182],"both":[184],"supervised":[185],"zero-shot":[187],"detection.":[188],"A":[189],"case":[190],"study":[191],"printed":[193],"circuit":[194],"board":[195],"design":[196],"manufacturing":[198],"used":[200],"validate":[202],"its":[203],"adaptability":[204],"scalability":[206],"unfamiliar":[208],"professional":[209],"domains.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
