{"id":"https://openalex.org/W3048991518","doi":"https://doi.org/10.1145/3340531.3412705","title":"LiFT","display_name":"LiFT","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3048991518","doi":"https://doi.org/10.1145/3340531.3412705","mag":"3048991518"},"language":"en","primary_location":{"id":"doi:10.1145/3340531.3412705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information &amp; 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/2008.07433","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103486798","display_name":"Sriram Vasudevan","orcid":null},"institutions":[{"id":"https://openalex.org/I1316064682","display_name":"LinkedIn (United States)","ror":"https://ror.org/02fyxhe35","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I1316064682"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sriram Vasudevan","raw_affiliation_strings":["LinkedIn Corporation, Sunnyvale, CA, USA"],"affiliations":[{"raw_affiliation_string":"LinkedIn Corporation, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1316064682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002843568","display_name":"Krishnaram Kenthapadi","orcid":"https://orcid.org/0000-0003-1237-087X"},"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":"Krishnaram Kenthapadi","raw_affiliation_strings":["Amazon AWS AI, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon AWS AI, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103486798"],"corresponding_institution_ids":["https://openalex.org/I1316064682"],"apc_list":null,"apc_paid":null,"fwci":7.35991467,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97060127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2773","last_page":"2780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.9043999910354614,"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"}},"topics":[{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.9043999910354614,"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/computer-science","display_name":"Computer science","score":0.5060703158378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5060703158378601}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3340531.3412705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2008.07433","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.07433","pdf_url":"https://arxiv.org/pdf/2008.07433","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":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2008.07433","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.07433","pdf_url":"https://arxiv.org/pdf/2008.07433","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":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"},{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W307744830","https://openalex.org/W1559060276","https://openalex.org/W1961345416","https://openalex.org/W2038412523","https://openalex.org/W2101234009","https://openalex.org/W2116984840","https://openalex.org/W2160331326","https://openalex.org/W2402144811","https://openalex.org/W2530395818","https://openalex.org/W2542459869","https://openalex.org/W2543774860","https://openalex.org/W2609237802","https://openalex.org/W2730550703","https://openalex.org/W2788822798","https://openalex.org/W2811494126","https://openalex.org/W2895471314","https://openalex.org/W2897042519","https://openalex.org/W2900572965","https://openalex.org/W2901481055","https://openalex.org/W2910079857","https://openalex.org/W2914202940","https://openalex.org/W2950173087","https://openalex.org/W2950538796","https://openalex.org/W2953384591","https://openalex.org/W2963327716","https://openalex.org/W2963854893","https://openalex.org/W2963917042","https://openalex.org/W2964023221","https://openalex.org/W2964031043","https://openalex.org/W2964116855","https://openalex.org/W3014590323","https://openalex.org/W3030932193","https://openalex.org/W3081286828","https://openalex.org/W3099361686","https://openalex.org/W3100279624","https://openalex.org/W3103891807","https://openalex.org/W3106076062","https://openalex.org/W4210309498","https://openalex.org/W4288359825","https://openalex.org/W4288586852","https://openalex.org/W4289293239","https://openalex.org/W4289438483","https://openalex.org/W4289751798","https://openalex.org/W4297795193","https://openalex.org/W4300895248","https://openalex.org/W6696841567","https://openalex.org/W6728551298","https://openalex.org/W6748377460"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829"],"abstract_inverted_index":{"Many":[0],"internet":[1],"applications":[2],"are":[3],"powered":[4],"by":[5,56],"machine":[6],"learned":[7,122],"models,":[8],"which":[9],"are\\nusually":[10],"trained":[11,42],"on":[12,132],"labeled":[13],"datasets":[14],"obtained":[15],"through":[16],"either":[17],"implicit":[18],"/":[19],"explicit\\nuser":[20],"feedback":[21],"signals":[22],"or":[23],"human":[24],"judgments.":[25],"Since":[26],"societal":[27],"biases":[28],"may":[29],"be":[30],"present\\nin":[31],"the":[32,41,57,69,76,95,103,111,120],"generation":[33],"of":[34,71,85,90],"such":[35],"datasets,":[36],"it":[37],"is":[38],"possible":[39],"for":[40,59],"models":[43],"to":[44],"be\\nbiased,":[45],"thereby":[46],"resulting":[47],"in":[48,64,98,117],"potential":[49],"discrimination":[50],"and":[51,61,68,101,119],"harms":[52],"for\\ndisadvantaged":[53],"groups.":[54],"Motivated":[55],"need":[58],"understanding":[60],"addressing\\nalgorithmic":[62],"bias":[63],"web-scale":[65],"ML":[66,92],"systems":[67],"limitations":[70],"existing\\nfairness":[72],"toolkits,":[73],"we":[74,127],"present":[75,102],"LinkedIn":[77],"Fairness":[78],"Toolkit":[79],"(LiFT),":[80],"a":[81],"framework\\nfor":[82],"scalable":[83],"computation":[84],"fairness":[86,106,115],"metrics":[87],"as":[88],"part":[89],"large":[91],"systems.":[93],"We\\nhighlight":[94],"key":[96],"requirements":[97],"deployed":[99],"settings,":[100],"design":[104],"of\\nour":[105],"measurement":[107],"system.":[108],"We":[109],"discuss":[110],"challenges":[112],"encountered":[113],"in\\nincorporating":[114],"tools":[116],"practice":[118],"lessons":[121],"during\\ndeployment":[123],"at":[124],"LinkedIn.":[125],"Finally,":[126],"provide":[128],"open":[129],"problems":[130],"based":[131],"practical\\nexperience.\\n":[133]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2020-08-21T00:00:00"}
