{"id":"https://openalex.org/W7168245731","doi":"https://doi.org/10.48550/arxiv.2607.10310","title":"PolyInterview: An LLM-based Platform for Immersive Mock Interview Practice with Comprehensive Multimodal Assessment","display_name":"PolyInterview: An LLM-based Platform for Immersive Mock Interview Practice with Comprehensive Multimodal Assessment","publication_year":2026,"publication_date":"2026-07-11","ids":{"openalex":"https://openalex.org/W7168245731","doi":"https://doi.org/10.48550/arxiv.2607.10310"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.10310","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.10310","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,"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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2607.10310","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5140593082","display_name":"Zhiyuan Wen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen, Zhiyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140649143","display_name":"Jiannong Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Jiannong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063430721","display_name":"K.C. Chan","orcid":"https://orcid.org/0000-0002-6173-5532"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chan, Kelly","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141863938","display_name":"Zijian Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Zijian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141715567","display_name":"Chen Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141417224","display_name":"Xiaoyun Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Xiaoyun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141684582","display_name":"Jianing Yin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yin, Jianing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5141437372","display_name":"Zhuo Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Zhuo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10826","display_name":"Behavioral and Psychological Studies","score":0.12099999934434891,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10826","display_name":"Behavioral and Psychological Studies","score":0.12099999934434891,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.09589999914169312,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11539","display_name":"Survey Methodology and Nonresponse","score":0.07180000096559525,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interview","display_name":"Interview","score":0.6899999976158142},{"id":"https://openalex.org/keywords/job-interview","display_name":"Job interview","score":0.5220999717712402},{"id":"https://openalex.org/keywords/coaching","display_name":"Coaching","score":0.45179998874664307},{"id":"https://openalex.org/keywords/dreyfus-model-of-skill-acquisition","display_name":"Dreyfus model of skill acquisition","score":0.3537999987602234},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.33629998564720154},{"id":"https://openalex.org/keywords/snapshot","display_name":"Snapshot (computer storage)","score":0.31279999017715454},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.3077000081539154},{"id":"https://openalex.org/keywords/semi-structured-interview","display_name":"Semi-structured interview","score":0.302700012922287}],"concepts":[{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.6899999976158142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5932999849319458},{"id":"https://openalex.org/C2776587543","wikidata":"https://www.wikidata.org/wiki/Q850171","display_name":"Job interview","level":2,"score":0.5220999717712402},{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.45179998874664307},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4002000093460083},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3905999958515167},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3720000088214874},{"id":"https://openalex.org/C132758656","wikidata":"https://www.wikidata.org/wiki/Q5307365","display_name":"Dreyfus model of skill acquisition","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.31279999017715454},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C80245801","wikidata":"https://www.wikidata.org/wiki/Q1477475","display_name":"Semi-structured interview","level":3,"score":0.302700012922287},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3003000020980835},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2937000095844269},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29280000925064087},{"id":"https://openalex.org/C103504046","wikidata":"https://www.wikidata.org/wiki/Q6206749","display_name":"Job shadow","level":5,"score":0.2881999909877777},{"id":"https://openalex.org/C2986251926","wikidata":"https://www.wikidata.org/wiki/Q168210","display_name":"Discussion board","level":2,"score":0.28060001134872437},{"id":"https://openalex.org/C2780829048","wikidata":"https://www.wikidata.org/wiki/Q1624720","display_name":"Conversation analysis","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C2988454689","wikidata":"https://www.wikidata.org/wiki/Q173131","display_name":"Digital video","level":3,"score":0.26759999990463257},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C2780550299","wikidata":"https://www.wikidata.org/wiki/Q930829","display_name":"Job description","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.10310","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.10310","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,"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":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2607.10310","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.10310","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,"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":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Preparing":[0],"for":[1,6,63],"job":[2,76,180,185],"interviews":[3,18,92],"is":[4,24,150],"important":[5],"securing":[7],"desired":[8],"positions,":[9],"yet":[10],"realistic":[11],"practice":[12,67],"remains":[13],"difficult":[14],"to":[15,80,84,143],"access:":[16],"real":[17],"are":[19,121,173],"infrequent,":[20],"expert":[21],"mock":[22,65],"coaching":[23],"costly,":[25],"and":[26,78,87,104,110,127,135,146,166,200],"self-practice":[27],"offers":[28],"neither":[29],"adaptive":[30],"dialogue":[31],"nor":[32],"structured":[33],"assessment.":[34,71],"Existing":[35],"systems":[36],"typically":[37],"address":[38],"only":[39],"parts":[40],"of":[41,189],"this":[42],"need":[43],"through":[44],"fixed":[45],"question":[46,169,198],"sequences,":[47],"limited":[48],"communication":[49],"channels,":[50],"or":[51],"feedback":[52],"with":[53,68,93,177,183],"little":[54],"supporting":[55],"evidence.":[56],"We":[57],"present":[58],"PolyInterview,":[59],"an":[60],"LLM-based":[61],"platform":[62],"immersive":[64],"interview":[66,161],"comprehensive":[69],"multimodal":[70],"PolyInterview":[72,149],"uses":[73],"the":[74,85,133,138],"target":[75],"description":[77,181],"CV":[79],"generate":[81],"questions":[82,172],"tailored":[83],"role":[86],"candidate,":[88],"conducts":[89],"multi-turn":[90],"spoken":[91],"a":[94],"lip-synced":[95],"digital":[96],"human":[97],"interviewer":[98],"that":[99,120],"asks":[100],"answer-aware":[101],"follow-up":[102],"questions,":[103,165],"evaluates":[105],"response":[106],"content,":[107],"vocal":[108],"delivery,":[109],"non-verbal":[111],"behavior.":[112],"Four":[113],"parallel":[114],"evaluators":[115],"produce":[116],"13":[117],"behavior-level":[118],"features":[119],"aggregated":[122],"into":[123],"10":[124],"assessment":[125],"aspects":[126],"two":[128],"competency":[129],"tracks.":[130],"Guided":[131],"by":[132,193],"KSA":[134],"STAR":[136],"frameworks,":[137],"report":[139],"links":[140],"each":[141],"score":[142],"behavioral":[144],"evidence":[145],"actionable":[147,201],"recommendations.":[148],"publicly":[151],"accessible.":[152],"Its":[153],"current":[154],"all-account":[155],"snapshot":[156],"contains":[157],"101":[158],"accounts,":[159],"1,564":[160],"sessions,":[162],"7,665":[163],"generated":[164],"1,422":[167],"five-stage":[168],"sets.":[170],"Generated":[171],"more":[174],"closely":[175],"aligned":[176],"their":[178],"matched":[179],"than":[182],"cross-role":[184],"descriptions":[186],"in":[187],"93.7%":[188],"sessions.":[190],"An":[191],"evaluation":[192],"ten":[194],"experts":[195],"found":[196],"strong":[197],"plans":[199],"feedback.":[202]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-07-15T00:00:00"}