{"id":"https://openalex.org/W7166872265","doi":"https://doi.org/10.18653/v1/2026.findings-acl.1506","title":"PrefIx: Understand and Adapt to User Preference in Human-Agent Interaction","display_name":"PrefIx: Understand and Adapt to User Preference in Human-Agent Interaction","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166872265","doi":"https://doi.org/10.18653/v1/2026.findings-acl.1506"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.findings-acl.1506","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1506","pdf_url":"https://aclanthology.org/2026.findings-acl.1506.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2026","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.findings-acl.1506.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139836342","display_name":"Jialin Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jialin Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139796441","display_name":"Zhenhao Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenhao Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103494566","display_name":"Hanjun Luo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanjun Luo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5139847914","display_name":"Hanan Salam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanan Salam","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":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.83108782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"30110","last_page":"30149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.34549999237060547,"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"}},"topics":[{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.34549999237060547,"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/T12031","display_name":"Speech and dialogue systems","score":0.13660000264644623,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.05350000038743019,"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/preference","display_name":"Preference","score":0.4871000051498413},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.2867000102996826},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.2526000142097473},{"id":"https://openalex.org/keywords/preference-elicitation","display_name":"Preference elicitation","score":0.2362000048160553},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2345000058412552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5056999921798706},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4871000051498413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3255999982357025},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3255000114440918},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28200000524520874},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2526000142097473},{"id":"https://openalex.org/C2777868144","wikidata":"https://www.wikidata.org/wiki/Q7239817","display_name":"Preference elicitation","level":3,"score":0.2362000048160553},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2345000058412552},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.23240000009536743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.findings-acl.1506","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1506","pdf_url":"https://aclanthology.org/2026.findings-acl.1506.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.findings-acl.1506","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1506","pdf_url":"https://aclanthology.org/2026.findings-acl.1506.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.43364420533180237,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313203","display_name":"New York University Abu Dhabi","ror":"https://ror.org/00e5k0821"},{"id":"https://openalex.org/F4320330069","display_name":"Tamkeen","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166872265.pdf","grobid_xml":"https://content.openalex.org/works/W7166872265.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"LLM-based":[0],"agents":[1,30,56,129],"can":[2],"complete":[3],"tasks":[4],"correctly":[5],"yet":[6],"still":[7],"frustrate":[8],"users":[9],"through":[10],"poor":[11],"interaction":[12,44,72],"patterns,":[13],"such":[14],"as":[15,74,96],"excessive":[16],"confirmations,":[17],"opaque":[18],"reasoning,":[19],"or":[20,41],"misaligned":[21],"pacing.Current":[22],"benchmarks":[23],"evaluate":[24],"task":[25,101],"accuracy":[26],"but":[27],"overlook":[28],"how":[29,59],"interact:":[31],"whether":[32],"they":[33,60],"infer":[34],"preferences":[35],"from":[36],"implicit":[37],"cues,":[38],"adapt":[39],"dynamically,":[40],"maintain":[42],"fine-grained":[43],"quality.We":[45],"introduce":[46],"Pref":[47,63],"Ix,":[48],"a":[49,97],"configurable":[50],"environment":[51],"that":[52],"evaluates":[53],"both":[54],"what":[55],"accomplish":[57],"and":[58,91,123,135],"interact.Central":[61],"to":[62],"Ix":[64],"is":[65,142],"the":[66],"Interaction-as-a-Tool":[67],"(IaaT)":[68],"paradigm,":[69],"which":[70],"treats":[71],"behaviors":[73],"structured":[75],"tool":[76],"calls,":[77],"unifying":[78],"them":[79],"with":[80],"existing":[81],"evaluation":[82],"frameworks.We":[83],"define":[84],"31":[85],"preference":[86,139],"settings":[87],"across":[88,106],"14":[89],"attributes":[90],"formalize":[92],"user":[93],"experience":[94],"(UX)":[95],"core":[98],"metric":[99],"alongside":[100],"accuracy.A":[102],"composite":[103],"LLMas-a-Judge":[104],"mechanism":[105],"seven":[107],"UX":[108,133],"dimensions":[109],"achieves":[110],"strong":[111],"aggregate":[112],"reliability":[113],"(ICC":[114],">":[115],"0.79),":[116],"high":[117],"internal":[118],"consistency":[119],"(\u03b1":[120],"=":[121,127],"0.943),":[122],"human":[124],"correlation":[125],"(\u03c1":[126],"0.52-0.78).Preference-aware":[128],"show":[130],"7.6%":[131],"average":[132],"improvement":[134],"18.5%":[136],"gain":[137],"in":[138],"alignment.Our":[140],"work":[141],"openly":[143],"accessible":[144],"here.":[145]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}
