{"id":"https://openalex.org/W7166834051","doi":"https://doi.org/10.18653/v1/2026.findings-acl.986","title":"Learning Through Dialogue: Engagement and Efficacy Matter More Than Explanations","display_name":"Learning Through Dialogue: Engagement and Efficacy Matter More Than Explanations","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166834051","doi":"https://doi.org/10.18653/v1/2026.findings-acl.986"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.findings-acl.986","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.986","pdf_url":"https://aclanthology.org/2026.findings-acl.986.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.986.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011833635","display_name":"Shaz Furniturewala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaz Furniturewala","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139759110","display_name":"Gerard Christopher Yeo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gerard Christopher Yeo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5079154791","display_name":"Kokil Jaidka","orcid":"https://orcid.org/0000-0002-8127-1157"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kokil Jaidka","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":0.80763473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"19696","last_page":"19711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12593","display_name":"Communication in Education and Healthcare","score":0.09520000219345093,"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/T12593","display_name":"Communication in Education and Healthcare","score":0.09520000219345093,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.030400000512599945,"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/T12345","display_name":"Adult and Continuing Education Topics","score":0.02419999986886978,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/perspective","display_name":"Perspective (graphical)","score":0.27950000762939453},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.27090001106262207},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.27070000767707825},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.2689000070095062}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5791000127792358},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.41940000653266907},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.30570000410079956},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2768000066280365},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C110131835","wikidata":"https://www.wikidata.org/wiki/Q1153659","display_name":"Self-efficacy","level":2,"score":0.2476000040769577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24120000004768372}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.findings-acl.986","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.986","pdf_url":"https://aclanthology.org/2026.findings-acl.986.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.986","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.986","pdf_url":"https://aclanthology.org/2026.findings-acl.986.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":[],"awards":[{"id":"https://openalex.org/G1482925484","display_name":null,"funder_award_id":"Tier 1","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G1795493338","display_name":null,"funder_award_id":"MOE-MOET32022-0001","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G3882347383","display_name":null,"funder_award_id":"Tier 3","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166834051.pdf","grobid_xml":"https://content.openalex.org/works/W7166834051.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"are":[4,21,92],"increasingly":[5],"used":[6],"as":[7],"conversational":[8],"partners":[9],"for":[10],"learning,":[11],"yet":[12],"the":[13,24,44,147],"interactional":[14,27,136],"dynamics":[15],"supporting":[16],"users'":[17,72,84,114,155],"learning":[18,131,161],"and":[19,26,32,46,58,95,107],"engagement":[20,156],"understudied.We":[22],"analyze":[23],"linguistic":[25],"features":[28],"from":[29,132],"both":[30],"LLM":[31,50,64,151],"participant":[33],"chats":[34],"across":[35],"397":[36],"human-LLM":[37],"conversations":[38,122],"about":[39],"socio-political":[40],"issues":[41],"to":[42,116,158],"identify":[43],"mechanisms":[45],"conditions":[47],"under":[48],"which":[49],"explanations":[51],"shape":[52],"changes":[53],"in":[54,162],"objective":[55],"political":[56,98],"knowledge":[57,79],"subjective":[59],"confidence.Mediation":[60],"analyses":[61,87],"reveal":[62],"that":[63,89,130],"explanatory":[65,152],"richness":[66],"partially":[67],"supports":[68],"confidence":[69],"by":[70,97],"fostering":[71],"reflective":[73,125],"insight,":[74],"whereas":[75],"its":[76],"effect":[77],"on":[78,102,112],"gain":[80],"operates":[81],"entirely":[82],"through":[83],"cognitive":[85],"engagement.Moderation":[86],"show":[88],"these":[90],"effects":[91],"highly":[93],"conditional":[94],"vary":[96],"efficacy.Confidence":[99],"gains":[100,110],"depend":[101,111],"how":[103],"high-efficacy":[104,113],"users":[105],"experience":[106],"resolve":[108],"uncertainty.Knowledge":[109],"ability":[115],"leverage":[117],"extended":[118],"interaction,":[119],"with":[120,154],"longer":[121],"benefiting":[123],"primarily":[124],"users.In":[126],"summary,":[127],"we":[128],"find":[129],"LLMs":[133],"is":[134],"an":[135],"achievement,":[137],"not":[138],"a":[139],"uniform":[140],"outcome":[141],"of":[142,149],"better":[143],"explanations.The":[144],"findings":[145],"underscore":[146],"importance":[148],"aligning":[150],"behavior":[153],"states":[157],"support":[159],"effective":[160],"designing":[163],"Human-AI":[164],"interactive":[165],"systems.":[166]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}
