{"id":"https://openalex.org/W4399429928","doi":"https://doi.org/10.3233/aac-230014","title":"Evaluating large language models\u2019 ability to generate interpretive arguments","display_name":"Evaluating large language models\u2019 ability to generate interpretive arguments","publication_year":2024,"publication_date":"2024-06-06","ids":{"openalex":"https://openalex.org/W4399429928","doi":"https://doi.org/10.3233/aac-230014"},"language":"en","primary_location":{"id":"doi:10.3233/aac-230014","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aac-230014","pdf_url":"https://content.iospress.com:443/download/argument-and-computation/aac230014?id=argument-and-computation%2Faac230014","source":{"id":"https://openalex.org/S16776775","display_name":"Argument & Computation","issn_l":"1946-2166","issn":["1946-2166","1946-2174"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Argument & Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://content.iospress.com:443/download/argument-and-computation/aac230014?id=argument-and-computation%2Faac230014","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002010667","display_name":"Zaid Marji","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zaid Marji","raw_affiliation_strings":["Computer Science and Engineering, University of South Florida, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of South Florida, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037647150","display_name":"John Licato","orcid":"https://orcid.org/0000-0003-4700-9750"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Licato","raw_affiliation_strings":["Computer Science and Engineering, University of South Florida, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of South Florida, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002010667"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.5557,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69932311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"16","issue":"3","first_page":"362","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9993000030517578,"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":0.9993000030517578,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.7642511129379272},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6550399661064148},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.6242152452468872},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6093807220458984},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.5943378806114197},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5725762248039246},{"id":"https://openalex.org/keywords/turing-test","display_name":"Turing test","score":0.5430391430854797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5025365352630615},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47611600160598755},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4282415807247162},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.2446441650390625},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13317108154296875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7642511129379272},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6550399661064148},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.6242152452468872},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6093807220458984},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.5943378806114197},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5725762248039246},{"id":"https://openalex.org/C577917","wikidata":"https://www.wikidata.org/wiki/Q189223","display_name":"Turing test","level":2,"score":0.5430391430854797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5025365352630615},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47611600160598755},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4282415807247162},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2446441650390625},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13317108154296875},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/aac-230014","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aac-230014","pdf_url":"https://content.iospress.com:443/download/argument-and-computation/aac230014?id=argument-and-computation%2Faac230014","source":{"id":"https://openalex.org/S16776775","display_name":"Argument & Computation","issn_l":"1946-2166","issn":["1946-2166","1946-2174"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Argument & Computation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/aac-230014","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aac-230014","pdf_url":"https://content.iospress.com:443/download/argument-and-computation/aac230014?id=argument-and-computation%2Faac230014","source":{"id":"https://openalex.org/S16776775","display_name":"Argument & Computation","issn_l":"1946-2166","issn":["1946-2166","1946-2174"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Argument & Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399429928.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1970787184","https://openalex.org/W2001771035","https://openalex.org/W2307562718","https://openalex.org/W2322741879","https://openalex.org/W2328234520","https://openalex.org/W2621663954","https://openalex.org/W2752286137","https://openalex.org/W2811181315","https://openalex.org/W2970476646","https://openalex.org/W2982756474","https://openalex.org/W2986040449","https://openalex.org/W3035797269","https://openalex.org/W3042055038","https://openalex.org/W3044438666","https://openalex.org/W3088731911","https://openalex.org/W3153427360","https://openalex.org/W3166986030","https://openalex.org/W3173777717","https://openalex.org/W4281557260","https://openalex.org/W4292779060","https://openalex.org/W4301883480","https://openalex.org/W4303426884","https://openalex.org/W4385571689","https://openalex.org/W4385572965","https://openalex.org/W4389520103","https://openalex.org/W6603892912","https://openalex.org/W6739901393","https://openalex.org/W6778883912","https://openalex.org/W6838865847"],"related_works":["https://openalex.org/W2039546652","https://openalex.org/W4313320911","https://openalex.org/W4327743144","https://openalex.org/W4312500010","https://openalex.org/W2380075625","https://openalex.org/W4200331595","https://openalex.org/W4245077728","https://openalex.org/W2607424049","https://openalex.org/W4390922876","https://openalex.org/W3183204001"],"abstract_inverted_index":{"In":[0,12,48],"natural":[1],"language":[2,113],"understanding,":[3],"a":[4,39,46,70,84,132,161],"crucial":[5],"goal":[6,59],"is":[7],"correctly":[8],"interpreting":[9],"open-textured":[10,19,96],"phrases.":[11],"practice,":[13],"disagreements":[14],"over":[15],"the":[16,25,58,75,99,119,145,176,179],"meanings":[17],"of":[18,29,42,54,60,72,77,79,86,124,127],"phrases":[20],"are":[21,90],"often":[22],"resolved":[23],"through":[24],"generation":[26],"and":[27,63,83,103,110,122,150,174],"evaluation":[28],"interpretive":[30,65],"arguments":[31,33,105,149,181],",":[32],"designed":[34],"to":[35,94,117,138,175],"support":[36],"or":[37],"attack":[38],"specific":[40],"interpretation":[41],"an":[43],"expression":[44],"within":[45,98],"document.":[47],"this":[49],"paper,":[50],"we":[51,130],"discuss":[52],"some":[53,95],"our":[55],"work":[56],"towards":[57],"automatically":[61],"generating":[62],"evaluating":[64],"arguments.":[66,128,152],"We":[67,101],"have":[68],"curated":[69],"set":[71,85],"rules":[73],"from":[74,106],"code":[76],"ethics":[78],"various":[80],"professional":[81],"organizations":[82],"associated":[87],"scenarios":[88],"that":[89,156],"ambiguous":[91],"with":[92],"respect":[93],"phrase":[97],"rule.":[100],"collected":[102],"evaluated":[104],"both":[107,125],"human":[108,141,148],"annotators":[109,142],"state-of-the-art":[111],"generative":[112],"models":[114],"in":[115,136],"order":[116,137],"determine":[118],"relative":[120],"quality":[121],"persuasiveness":[123],"sets":[126],"Finally,":[129],"performed":[131],"Turing":[133],"test-inspired":[134],"study":[135],"assess":[139],"whether":[140],"can":[143,164,182],"tell":[144],"difference":[146],"between":[147],"machine-generated":[151,157,180],"The":[153],"results":[154],"show":[155],"arguments,":[158,173],"when":[159],"prompted":[160],"certain":[162],"way,":[163],"be":[165],"consistently":[166],"rated":[167],"as":[168],"more":[169],"convincing":[170],"than":[171],"human-generated":[172],"untrained":[177],"eye,":[178],"convincingly":[183],"sound":[184],"human-like.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}