{"id":"https://openalex.org/W7166709689","doi":"https://doi.org/10.48550/arxiv.2606.29495","title":"Cognitive World Model for Progressive BDI/E Trajectory Evaluation of Conversational Agents","display_name":"Cognitive World Model for Progressive BDI/E Trajectory Evaluation of Conversational Agents","publication_year":2026,"publication_date":"2026-06-28","ids":{"openalex":"https://openalex.org/W7166709689","doi":"https://doi.org/10.48550/arxiv.2606.29495"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.29495","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.29495","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":"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.2606.29495","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133263270","display_name":"Minghui Ma","orcid":"https://orcid.org/0009-0009-9491-9950"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Minghui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108529939","display_name":"B. Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Bin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139708474","display_name":"Han Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Hao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144302929","display_name":"Han Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Han","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144241678","display_name":"Mengqi Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Mengqi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139657970","display_name":"Yan Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jingqi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5144265962","display_name":"Yan Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yan","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/T10667","display_name":"Emotion and Mood Recognition","score":0.48559999465942383,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10667","display_name":"Emotion and Mood Recognition","score":0.48559999465942383,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.09889999777078629,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.0681999996304512,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6611999869346619},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6514000296592712},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5483999848365784},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.48669999837875366},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.48030000925064087},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43880000710487366},{"id":"https://openalex.org/keywords/social-cognition","display_name":"Social cognition","score":0.4147000014781952}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6611999869346619},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6514000296592712},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5483999848365784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.536300003528595},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.48669999837875366},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.48030000925064087},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4440999925136566},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42989999055862427},{"id":"https://openalex.org/C86658582","wikidata":"https://www.wikidata.org/wiki/Q1432778","display_name":"Social cognition","level":3,"score":0.4147000014781952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4049000144004822},{"id":"https://openalex.org/C14564219","wikidata":"https://www.wikidata.org/wiki/Q383646","display_name":"Social cognitive theory","level":2,"score":0.373199999332428},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.3603000044822693},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2939000129699707},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2784000039100647},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.27250000834465027},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.29495","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.29495","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":"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.2606.29495","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.29495","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":"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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6345281600952148}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"As":[0],"LLM-based":[1,104],"conversational":[2,48],"agents":[3,83,158],"advance":[4],"toward":[5],"increasingly":[6],"open-ended":[7],"and":[8,31,45,87,114,142,166,172],"interaction-intensive":[9],"scenarios,":[10],"task":[11],"completion":[12],"alone":[13],"provides":[14],"an":[15,36,103],"incomplete":[16],"assessment":[17],"of":[18,23,157],"their":[19,90],"effectiveness.":[20],"The":[21],"evolution":[22,171],"users'":[24,111],"internal":[25],"states,":[26],"including":[27],"beliefs,":[28],"desires,":[29],"intentions,":[30],"emotions":[32],"(BDI/E),":[33],"serves":[34],"as":[35],"intermediate":[37],"signal":[38],"connecting":[39],"agent":[40,164],"behaviors":[41],"with":[42,127,147],"interaction":[43,91],"outcomes":[44],"reflects":[46],"how":[47],"strategies":[49],"shape":[50],"users":[51],"during":[52],"multi-turn":[53],"interactions.":[54],"However,":[55],"existing":[56,134],"evaluation":[57],"paradigms":[58],"primarily":[59],"focus":[60],"on":[61,123],"surface-level":[62],"responses":[63],"or":[64,85],"final":[65],"outcomes,":[66],"providing":[67],"limited":[68],"insight":[69],"into":[70],"the":[71],"underlying":[72],"cognitive":[73,105,119,143,160,170],"processes.":[74],"This":[75],"limitation":[76],"makes":[77],"it":[78],"difficult":[79],"to":[80,88],"diagnose":[81],"why":[82],"succeed":[84],"fail":[86],"optimize":[89],"strategies.":[92],"To":[93],"address":[94],"this":[95],"challenge,":[96],"we":[97],"propose":[98],"Cognitive":[99],"World":[100],"Model":[101],"(CogWM),":[102],"user":[106,135],"model":[107],"that":[108,152],"jointly":[109],"models":[110],"BDI/E":[112],"states":[113],"corresponding":[115],"responses,":[116],"enabling":[117],"explicit":[118],"trajectory":[120],"tracking.":[121],"Trained":[122],"150K":[124],"user-turn":[125],"samples":[126],"Qwen3-14B,":[128],"CogWM":[129,153],"achieves":[130],"superior":[131],"performance":[132],"over":[133],"simulation":[136],"baselines":[137],"in":[138],"both":[139],"response":[140],"fidelity":[141],"state":[144],"understanding.":[145],"Interactions":[146],"six":[148],"state-of-the-art":[149],"LLMs":[150],"demonstrate":[151],"enables":[154],"progressive":[155],"comparison":[156],"through":[159],"trajectories,":[161],"revealing":[162],"distinct":[163],"patterns":[165],"complementary":[167],"relationships":[168],"between":[169],"behavioral":[173],"outcomes.":[174]},"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2026-07-01T00:00:00"}