{"id":"https://openalex.org/W7166814315","doi":"https://doi.org/10.18653/v1/2026.acl-long.1930","title":"Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction","display_name":"Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166814315","doi":"https://doi.org/10.18653/v1/2026.acl-long.1930"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.acl-long.1930","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.acl-long.1930","pdf_url":"https://aclanthology.org/2026.acl-long.1930.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":"Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.acl-long.1930.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139802077","display_name":"Yifan Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yifan Song","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026774269","display_name":"Wenxuan Wendy Shi","orcid":"https://orcid.org/0000-0002-4217-803X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenxuan Wendy Shi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139851563","display_name":"Brian Bailey","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brian Bailey","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5029563909","display_name":"Tal August","orcid":"https://orcid.org/0000-0001-6726-4009"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tal August","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":0.8011477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"41615","last_page":"41628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.11190000176429749,"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/T10970","display_name":"Team Dynamics and Performance","score":0.11190000176429749,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.04170000180602074,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.028599999845027924,"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/dynamics","display_name":"Dynamics (music)","score":0.48579999804496765},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"Performance prediction","score":0.30140000581741333},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.2700999975204468},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.26030001044273376}],"concepts":[{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.48579999804496765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4611999988555908},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35249999165534973},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3449999988079071},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29499998688697815},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2766999900341034},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.acl-long.1930","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.acl-long.1930","pdf_url":"https://aclanthology.org/2026.acl-long.1930.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":"Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.acl-long.1930","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.acl-long.1930","pdf_url":"https://aclanthology.org/2026.acl-long.1930.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":"Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166814315.pdf","grobid_xml":"https://content.openalex.org/works/W7166814315.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Team":[0],"roles":[1,12,31,82,96],"offer":[2],"an":[3],"interpretable":[4],"lens":[5],"on":[6,15],"collaboration,":[7],"yet":[8],"computational":[9],"studies":[10],"of":[11,28,40,95,103],"often":[13],"rely":[14],"domain-specific":[16],"personas":[17],"or":[18],"datadriven":[19],"clustering":[20],"rather":[21],"than":[22],"theory-grounded":[23],"taxonomies.We":[24],"operationalize":[25],"a":[26,38,51,91,133],"taxonomy":[27],"eight":[29],"communication":[30],"grounded":[32],"in":[33,50],"education":[34],"literature":[35],"and":[36,87,117],"annotate":[37],"corpus":[39],"6,307":[41],"Slack":[42],"messages":[43],"from":[44],"55":[45],"students":[46,89],"across":[47],"18":[48],"teams":[49],"semester-long":[52],"computer":[53],"science":[54],"course":[55],"project.We":[56],"evaluate":[57,100],"whether":[58],"LLMs":[59],"can":[60],"approximate":[61],"expert":[62],"labels,":[63,71],"enabling":[64],"scalable,":[65],"taxonomy-driven":[66],"role":[67,70,74,105,130],"annotation.Using":[68],"these":[69],"we":[72,107,126],"characterize":[73],"dynamics":[75],"over":[76],"teams'":[77],"lifecycles,":[78],"finding":[79],"that":[80,88],"different":[81,85],"peak":[83],"at":[84],"moments":[86],"enact":[90],"more":[92],"diverse":[93],"set":[94],"as":[97],"projects":[98],"progress.To":[99],"the":[101,123,128],"utility":[102],"our":[104],"constructs,":[106],"use":[108],"them":[109],"to":[110,132,137],"predict":[111,138],"peer":[112],"recognition,":[113],"outperforming":[114],"lexical,":[115],"conversational,":[116],"LLM-prompting":[118],"baselines.To":[119],"assess":[120],"generalizability":[121],"beyond":[122],"educational":[124],"context,":[125],"apply":[127],"same":[129],"constructs":[131],"public":[134],"dataset":[135],"(DeliData)":[136],"team":[139],"performance":[140],"improvement":[141],"after":[142],"deliberation,":[143],"again":[144],"exceeding":[145],"prior":[146],"performance.":[147]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}