{"id":"https://openalex.org/W4405867580","doi":"https://doi.org/10.1145/3688828.3699644","title":"Assessing Human Evaluations of Cover Letters Written or Edited by AI and Non-Native English Speakers","display_name":"Assessing Human Evaluations of Cover Letters Written or Edited by AI and Non-Native English Speakers","publication_year":2024,"publication_date":"2024-12-28","ids":{"openalex":"https://openalex.org/W4405867580","doi":"https://doi.org/10.1145/3688828.3699644"},"language":"en","primary_location":{"id":"doi:10.1145/3688828.3699644","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3688828.3699644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2025 ACM International Conference on Supporting Group Work","raw_type":"proceedings-article"},"type":"book-review","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/A5098977212","display_name":"Xinhe Tian","orcid":"https://orcid.org/0009-0003-0491-9428"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinhe Tian","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0009-0003-0491-9428","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Harim M. Hahn","orcid":"https://orcid.org/0009-0008-9557-0482"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harim M. Hahn","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0009-0008-9557-0482","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115686623","display_name":"Madelyn K. Leon Carangui","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madelyn K. Leon Carangui","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0009-0003-5826-9280","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115686624","display_name":"Yujia Si","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yujia Si","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0009-0007-3863-0314","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Junyi Chen","orcid":"https://orcid.org/0009-0002-6580-1485"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junyi Chen","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0009-0002-6580-1485","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004425704","display_name":"Xianyi Li","orcid":"https://orcid.org/0009-0007-8962-3712"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xianyi Li","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0009-0007-8962-3712","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089448650","display_name":"Susan R. Fussell","orcid":"https://orcid.org/0000-0001-8980-5232"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan R. Fussell","raw_affiliation_strings":["Cornell University, Ithaca, New York, United States"],"raw_orcid":"https://orcid.org/0000-0001-8980-5232","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, New York, United States","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"76","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9692999720573425,"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":0.9692999720573425,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9648000001907349,"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/T12031","display_name":"Speech and dialogue systems","score":0.9592999815940857,"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/cover","display_name":"Cover (algebra)","score":0.8171628713607788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5929327011108398},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4847099781036377},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4589482545852661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34846800565719604},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1845245659351349},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0719740092754364}],"concepts":[{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.8171628713607788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5929327011108398},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4847099781036377},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4589482545852661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34846800565719604},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1845245659351349},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0719740092754364},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3688828.3699644","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3688828.3699644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2025 ACM International Conference on Supporting Group Work","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1976153510","https://openalex.org/W2024164378","https://openalex.org/W2102614574","https://openalex.org/W2131460081","https://openalex.org/W2271719554","https://openalex.org/W3123978464","https://openalex.org/W3127668847","https://openalex.org/W3162821954","https://openalex.org/W3195589482","https://openalex.org/W4205492895","https://openalex.org/W4297540759","https://openalex.org/W4321795624","https://openalex.org/W4366590749","https://openalex.org/W4367555183","https://openalex.org/W4378902815","https://openalex.org/W4387835425","https://openalex.org/W4388034851","https://openalex.org/W4388220988","https://openalex.org/W4388588313","https://openalex.org/W4392906574","https://openalex.org/W4396832192","https://openalex.org/W4399917664"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4232403550","https://openalex.org/W623607250","https://openalex.org/W4396701345","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0,68,88],"assistance":[1],"of":[2,19,42,49,83,90,95,120],"AI":[3,20,138],"plays":[4],"a":[5,27,117],"significant":[6],"role":[7],"in":[8],"non-native":[9],"English":[10,65],"speakers\u2019":[11],"(NNES)":[12],"formal":[13],"writing.":[14],"To":[15],"investigate":[16],"the":[17,37,93,121],"impact":[18],"on":[21],"cover":[22,43,74,84,97,114],"letter":[23,98,115],"writing,":[24,116],"we":[25],"designed":[26],"survey-embedded":[28],"experiment.":[29],"In":[30],"this":[31],"study,":[32],"participants":[33],"read":[34],"and":[35,39,55],"evaluated":[36],"hireability":[38],"writing":[40,142],"quality":[41],"letters":[44,75],"created":[45],"by":[46],"4":[47],"types":[48,82],"authors":[50],"respectively:":[51],"NNES-edited,":[52],"NNES-written,":[53],"AI-edited,":[54],"AI-written.":[56],"We":[57],"ultimately":[58],"received":[59],"118":[60],"valid":[61],"responses":[62],"from":[63,136],"native":[64],"Speakers":[66],"(NES).":[67],"results":[69],"indicated":[70],"that":[71,131],"(1)":[72],"AI-edited":[73],"perform":[76],"significantly":[77],"better":[78],"than":[79],"other":[80],"three":[81],"letters,":[85],"but":[86],"(2)":[87],"editing":[89],"NNES":[91,132],"made":[92],"performance":[94],"AI-written":[96],"worse.":[99],"Our":[100],"research":[101],"provides":[102],"insights":[103],"into":[104],"how":[105],"artificial":[106],"intelligence":[107],"(AI)":[108],"impacts":[109],"NNESs":[110],"with":[111],"regards":[112],"to":[113,129],"critical":[118],"part":[119],"job":[122,146],"application":[123],"process.":[124],"This":[125],"outcome":[126],"allows":[127],"us":[128],"conclude":[130],"would":[133],"greatly":[134],"benefit":[135],"using":[137],"as":[139],"an":[140],"assistive":[141],"tool":[143],"during":[144],"their":[145],"search.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
