{"id":"https://openalex.org/W3196049532","doi":"https://doi.org/10.1145/3459637.3481946","title":"QUEACO","display_name":"QUEACO","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W3196049532","doi":"https://doi.org/10.1145/3459637.3481946","mag":"3196049532"},"language":"en","primary_location":{"id":"doi:10.1145/3459637.3481946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459637.3481946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2108.08468","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101473026","display_name":"Danqing Zhang","orcid":"https://orcid.org/0009-0004-9546-949X"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Danqing Zhang","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414942","display_name":"Zheng Li","orcid":"https://orcid.org/0000-0001-5909-3545"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029855304","display_name":"Tianyu Cao","orcid":"https://orcid.org/0000-0001-8592-7267"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianyu Cao","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101798370","display_name":"Chen Luo","orcid":"https://orcid.org/0000-0002-9736-0533"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Luo","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041163628","display_name":"Tony Wu","orcid":"https://orcid.org/0000-0003-3241-6986"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tony Wu","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102146587","display_name":"Hanqing Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanqing Lu","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863006","display_name":"Yiwei Song","orcid":"https://orcid.org/0009-0001-0747-364X"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiwei Song","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085519273","display_name":"Bing Yin","orcid":"https://orcid.org/0000-0002-5890-0031"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bing Yin","raw_affiliation_strings":["Amazon.com Inc, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon.com Inc, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101595501","display_name":"Tuo Zhao","orcid":"https://orcid.org/0000-0002-4991-7851"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tuo Zhao","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100636286","display_name":"Qiang Yang","orcid":"https://orcid.org/0000-0001-5059-8360"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qiang Yang","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5101473026"],"corresponding_institution_ids":["https://openalex.org/I1311688040"],"apc_list":null,"apc_paid":null,"fwci":1.2599,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83815236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4362","last_page":"4372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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":0.9998000264167786,"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/T11719","display_name":"Data Quality and Management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.7898106575012207},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7551372051239014},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.607320249080658},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4364083409309387},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4066396951675415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3416344225406647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7898106575012207},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7551372051239014},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.607320249080658},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4364083409309387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4066396951675415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3416344225406647},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3459637.3481946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459637.3481946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2108.08468","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.08468","pdf_url":"https://arxiv.org/pdf/2108.08468","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-114866","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-114866","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-114866","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-114866","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2108.08468","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.08468","pdf_url":"https://arxiv.org/pdf/2108.08468","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W172829878","https://openalex.org/W1553007828","https://openalex.org/W1940872118","https://openalex.org/W1969221592","https://openalex.org/W1983320747","https://openalex.org/W1988157164","https://openalex.org/W2033478896","https://openalex.org/W2047995599","https://openalex.org/W2099283723","https://openalex.org/W2101210369","https://openalex.org/W2122052811","https://openalex.org/W2165698076","https://openalex.org/W2177726182","https://openalex.org/W2296283641","https://openalex.org/W2511827830","https://openalex.org/W2516936824","https://openalex.org/W2522720655","https://openalex.org/W2577281113","https://openalex.org/W2593560537","https://openalex.org/W2604156156","https://openalex.org/W2606920173","https://openalex.org/W2741989495","https://openalex.org/W2746791238","https://openalex.org/W2757205734","https://openalex.org/W2762484717","https://openalex.org/W2804940784","https://openalex.org/W2805173585","https://openalex.org/W2891383691","https://openalex.org/W2892181857","https://openalex.org/W2896457183","https://openalex.org/W2903110172","https://openalex.org/W2950813464","https://openalex.org/W2951865668","https://openalex.org/W2952352518","https://openalex.org/W2962902328","https://openalex.org/W2963625095","https://openalex.org/W2963697299","https://openalex.org/W2963855739","https://openalex.org/W2964074409","https://openalex.org/W2970597249","https://openalex.org/W2978017171","https://openalex.org/W2982455176","https://openalex.org/W2987249037","https://openalex.org/W2990524204","https://openalex.org/W3014318675","https://openalex.org/W3015310715","https://openalex.org/W3034300118","https://openalex.org/W3035160371","https://openalex.org/W3089105501","https://openalex.org/W3091002423","https://openalex.org/W3091379856","https://openalex.org/W3094590257","https://openalex.org/W3096437212","https://openalex.org/W3103564003","https://openalex.org/W3103981637","https://openalex.org/W3104748221","https://openalex.org/W3112254312","https://openalex.org/W3148717649","https://openalex.org/W3152368098","https://openalex.org/W3154367696","https://openalex.org/W3168413009","https://openalex.org/W3175234986","https://openalex.org/W3177219148","https://openalex.org/W3180562345","https://openalex.org/W4287816908","https://openalex.org/W4288087680","https://openalex.org/W4288264695","https://openalex.org/W4293371931","https://openalex.org/W4299579390"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2944728705","https://openalex.org/W2904022177","https://openalex.org/W2129767422","https://openalex.org/W3210196349","https://openalex.org/W4214728004","https://openalex.org/W2950181282","https://openalex.org/W2963261224","https://openalex.org/W2798287483","https://openalex.org/W2913410650"],"abstract_inverted_index":{"We":[0],"study":[1],"the":[2,54,96,105,122,129,138,146,149,158,162,166,172,199],"problem":[3,34],"of":[4,36,148,201],"query":[5,71],"attribute":[6,22,44,72,181],"value":[7,45,73],"extraction,":[8],"which":[9,81],"aims":[10],"to":[11,127,155,177],"identify":[12],"named":[13,39,79],"entities":[14],"from":[15,161,183,188],"user":[16],"queries":[17,184],"as":[18],"diverse":[19],"surface":[20,179],"form":[21,180],"values":[23,182],"and":[24,43],"afterward":[25],"transform":[26],"them":[27],"into":[28,185],"formally":[29],"canonical":[30,186],"forms.":[31],"Such":[32],"a":[33,69,110,115,134,193],"consists":[35],"two":[37,84],"phases:":[38],"entity":[40],"recognition":[41],"(NER)":[42],"normalization":[46],"(AVN).":[47],"However,":[48],"existing":[49],"works":[50],"only":[51],"focus":[52],"on":[53,121,152,192],"NER":[55,106],"phase":[56],"but":[57],"neglect":[58],"equally":[59],"important":[60],"AVN.":[61],"To":[62],"bridge":[63],"this":[64,66],"gap,":[65],"paper":[67],"proposes":[68],"unified":[70],"extraction":[74,97],"system":[75],"in":[76],"e-commerce":[77],"search":[78],"QUEACO,":[80],"involves":[82],"both":[83],"phases.":[85],"Moreover,":[86],"by":[87,145],"leveraging":[88],"large-scale":[89,195],"weakly-labeled":[90,130,173],"behavior":[91,175],"data,":[92],"we":[93,169],"further":[94],"improve":[95],"performance":[98,151],"with":[99],"less":[100],"supervision":[101],"cost.":[102],"Specifically,":[103],"for":[104,132],"phase,":[107,168],"QUEACO":[108],"adopts":[109],"novel":[111],"teacher-student":[112],"network,":[113],"where":[114],"teacher":[116,139],"network":[117,140],"that":[118],"is":[119],"trained":[120],"strongly-labeled":[123,153],"data":[124,131,154,176],"generates":[125],"pseudo-labels":[126],"refine":[128],"training":[133],"student":[135],"network.":[136],"Meanwhile,":[137],"can":[141],"be":[142],"dynamically":[143],"adapted":[144],"feedback":[147],"student's":[150],"maximally":[156],"denoise":[157],"noisy":[159],"supervisions":[160],"weak":[163],"labels.":[164],"For":[165],"AVN":[167],"also":[170],"leverage":[171],"query-to-attribute":[174],"normalize":[178],"forms":[187],"products.":[189],"Extensive":[190],"experiments":[191],"real-world":[194],"E-commerce":[196],"dataset":[197],"demonstrate":[198],"effectiveness":[200],"QUEACO.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-08-30T00:00:00"}