{"id":"https://openalex.org/W7163988994","doi":"https://doi.org/10.48550/arxiv.2606.08857","title":"PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf","display_name":"PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf","publication_year":2026,"publication_date":"2026-06-07","ids":{"openalex":"https://openalex.org/W7163988994","doi":"https://doi.org/10.48550/arxiv.2606.08857"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.08857","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.08857","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2606.08857","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138264950","display_name":"Jiarui Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jiarui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138204627","display_name":"Terry Jingchen Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Terry Jingchen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073618265","display_name":"Ryan Faulkner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faulkner, Ryan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109743429","display_name":"X. Angelo Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, X. Angelo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138246917","display_name":"Vil\u00e9m Zouhar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zouhar, Vil\u00e9m","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052977581","display_name":"Dominik Glandorf","orcid":"https://orcid.org/0009-0000-0038-2721"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Glandorf, Dominik","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070102914","display_name":"Isabel Dahlgren","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dahlgren, Isabel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138232228","display_name":"Van Q. Truong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Truong, Van Q.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067716796","display_name":"Rishit Dagli","orcid":"https://orcid.org/0000-0002-7622-3222"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dagli, Rishit","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127863965","display_name":"Yuen Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yuen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080895202","display_name":"Felix Leeb","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leeb, Felix","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138264669","display_name":"Punya Syon Pandey","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pandey, Punya Syon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138233064","display_name":"Yves Bicker","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bicker, Yves","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053216399","display_name":"Suvajit Majumder","orcid":"https://orcid.org/0000-0001-9861-2934"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Majumder, Suvajit","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138230046","display_name":"Wenyuan Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Wenyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110991006","display_name":"Zeju Qiu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiu, Zeju","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015925654","display_name":"Sankalan Pal Chowdhury","orcid":"https://orcid.org/0009-0005-8661-041X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chowdhury, Sankalan Pal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138251351","display_name":"Bernhard Sch\u00f6lkopf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sch\u00f6lkopf, Bernhard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138225527","display_name":"Mona Diab","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diab, Mona","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138259833","display_name":"Zhijing Jin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jin, Zhijing","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/T10028","display_name":"Topic Modeling","score":0.17020000517368317,"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":0.17020000517368317,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.1145000010728836,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.09870000183582306,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.6477000117301941},{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.6151999831199646},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.555400013923645},{"id":"https://openalex.org/keywords/disk-formatting","display_name":"Disk formatting","score":0.5414999723434448},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5224999785423279},{"id":"https://openalex.org/keywords/license","display_name":"License","score":0.5077000260353088},{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.44929999113082886},{"id":"https://openalex.org/keywords/writing-style","display_name":"Writing style","score":0.4359999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680999994277954},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.6477000117301941},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.6151999831199646},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.555400013923645},{"id":"https://openalex.org/C88006597","wikidata":"https://www.wikidata.org/wiki/Q690117","display_name":"Disk formatting","level":2,"score":0.5414999723434448},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5224999785423279},{"id":"https://openalex.org/C2780560020","wikidata":"https://www.wikidata.org/wiki/Q79719","display_name":"License","level":2,"score":0.5077000260353088},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4781999886035919},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.44929999113082886},{"id":"https://openalex.org/C13622073","wikidata":"https://www.wikidata.org/wiki/Q2243831","display_name":"Writing style","level":2,"score":0.4359999895095825},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3718000054359436},{"id":"https://openalex.org/C98545295","wikidata":"https://www.wikidata.org/wiki/Q1193158","display_name":"Technical writing","level":3,"score":0.30169999599456787},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.2874000072479248},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C119867837","wikidata":"https://www.wikidata.org/wiki/Q4119870","display_name":"Academic writing","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.08857","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.08857","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.08857","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.08857","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.8298043012619019,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Expert":[0],"writing":[1,29,65,80,96],"feedback":[2,17],"from":[3,93],"experienced":[4],"researchers":[5],"is":[6,25,155],"critical":[7],"for":[8,150],"early-career":[9],"scholars":[10],"to":[11,82],"improve":[12,55],"their":[13,56],"manuscripts,":[14],"yet":[15,43],"high-quality":[16],"often":[18],"remains":[19],"scarce":[20],"because":[21],"reviewing":[22],"research":[23],"papers":[24,57],"labor-intensive.":[26],"Emerging":[27],"AI-powered":[28],"assistants":[30],"largely":[31],"focus":[32],"on":[33],"grammar":[34],"fixes":[35],"or":[36],"simulating":[37],"peer":[38],"review":[39],"with":[40,98],"final":[41],"scores,":[42],"they":[44],"fall":[45],"short":[46],"of":[47,105,123],"providing":[48],"concrete,":[49],"actionable":[50,70,129],"suggestions":[51,71],"that":[52,68],"help":[53],"students":[54],"during":[58],"drafting.":[59],"We":[60,144],"present":[61],"PaperMentor,":[62],"a":[63,118,137],"human-centered":[64],"assistant":[66],"system":[67],"delivers":[69],"as":[72,109,147],"Overleaf-native":[73],"inline":[74],"comments":[75,126],"while":[76],"leaving":[77],"the":[78,124,141,159],"actual":[79],"entirely":[81],"human":[83],"authors.":[84],"PaperMentor":[85,146],"integrates":[86],"an":[87],"expert":[88],"skill":[89,142],"library":[90],"carefully":[91],"curated":[92],"established":[94],"researchers'":[95],"advice":[97],"12":[99],"specialized":[100],"agents":[101],"covering":[102],"different":[103],"aspects":[104],"paper":[106],"writing,":[107],"such":[108],"formatting":[110],"compliance,":[111],"phrasing":[112],"accuracy,":[113],"and":[114,130],"terminology":[115],"consistency.":[116],"In":[117],"user":[119],"study":[120],"(n=14),":[121],"90.6%":[122],"generated":[125],"were":[127,132],"rated":[128,133],"67.5%":[131],"valid,":[134],"significantly":[135],"outperforming":[136],"GPT-5.2":[138],"baseline":[139],"uswithout":[140],"library.":[143],"release":[145],"open":[148],"source":[149],"public":[151],"use.":[152],"Our":[153],"code":[154],"publicly":[156],"available":[157],"under":[158],"AGPL-3.0":[160],"license":[161],"at":[162],"https://github.com/jiarui-liu/overleaf":[163]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-10T00:00:00"}