{"id":"https://openalex.org/W4381104096","doi":"https://doi.org/10.1145/3591196.3593516","title":"Fluid Transformers and Creative Analogies: Exploring Large Language Models\u2019 Capacity for Augmenting Cross-Domain Analogical Creativity","display_name":"Fluid Transformers and Creative Analogies: Exploring Large Language Models\u2019 Capacity for Augmenting Cross-Domain Analogical Creativity","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4381104096","doi":"https://doi.org/10.1145/3591196.3593516"},"language":"en","primary_location":{"id":"doi:10.1145/3591196.3593516","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3591196.3593516","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3591196.3593516","source":{"id":"https://openalex.org/S4306418137","display_name":"Creativity and Cognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creativity and Cognition","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3591196.3593516","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030488741","display_name":"Zijian Ding","orcid":"https://orcid.org/0000-0002-6372-0369"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zijian Ding","raw_affiliation_strings":["College of Information Studies, University of Maryland, United States"],"raw_orcid":"https://orcid.org/0000-0002-6372-0369","affiliations":[{"raw_affiliation_string":"College of Information Studies, University of Maryland, United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101424248","display_name":"Arvind Srinivasan","orcid":"https://orcid.org/0000-0002-3409-6077"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arvind Srinivasan","raw_affiliation_strings":["College of Information Studies, University of Maryland, College Park, United States"],"raw_orcid":"https://orcid.org/0000-0002-3409-6077","affiliations":[{"raw_affiliation_string":"College of Information Studies, University of Maryland, College Park, United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042822346","display_name":"Stephen MacNeil","orcid":"https://orcid.org/0000-0003-2781-6619"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Macneil","raw_affiliation_strings":["Computer and Information Sciences, Temple University, United States"],"raw_orcid":"https://orcid.org/0000-0003-2781-6619","affiliations":[{"raw_affiliation_string":"Computer and Information Sciences, Temple University, United States","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003751225","display_name":"Joel Chan","orcid":"https://orcid.org/0000-0003-3000-4160"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel Chan","raw_affiliation_strings":["College of Information Studies, University of Maryland, United States"],"raw_orcid":"https://orcid.org/0000-0003-3000-4160","affiliations":[{"raw_affiliation_string":"College of Information Studies, University of Maryland, United States","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030488741"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":16.586,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.99162679,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"489","last_page":"505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9840999841690063,"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/creativity","display_name":"Creativity","score":0.6507770419120789},{"id":"https://openalex.org/keywords/mathematical-proof","display_name":"Mathematical proof","score":0.551710307598114},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5406560301780701},{"id":"https://openalex.org/keywords/analogical-reasoning","display_name":"Analogical reasoning","score":0.5365984439849854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5213317275047302},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.43888312578201294},{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.4385099709033966},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4102241098880768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3800450563430786},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33711063861846924},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3220985531806946},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.29090219736099243},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.26255831122398376},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13525238633155823}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6507770419120789},{"id":"https://openalex.org/C108710211","wikidata":"https://www.wikidata.org/wiki/Q11538","display_name":"Mathematical proof","level":2,"score":0.551710307598114},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5406560301780701},{"id":"https://openalex.org/C2985612853","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogical reasoning","level":3,"score":0.5365984439849854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5213317275047302},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.43888312578201294},{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.4385099709033966},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4102241098880768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3800450563430786},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33711063861846924},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3220985531806946},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.29090219736099243},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26255831122398376},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13525238633155823},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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:10.1145/3591196.3593516","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3591196.3593516","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3591196.3593516","source":{"id":"https://openalex.org/S4306418137","display_name":"Creativity and Cognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creativity and Cognition","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3591196.3593516","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3591196.3593516","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3591196.3593516","source":{"id":"https://openalex.org/S4306418137","display_name":"Creativity and Cognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creativity and Cognition","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3684003455","display_name":null,"funder_award_id":"N000142012506","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381104096.pdf","grobid_xml":"https://content.openalex.org/works/W4381104096.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W948271882","https://openalex.org/W1528608257","https://openalex.org/W1603522938","https://openalex.org/W1977101619","https://openalex.org/W1980169328","https://openalex.org/W1985013992","https://openalex.org/W1991218162","https://openalex.org/W1994734668","https://openalex.org/W1994925058","https://openalex.org/W2010793828","https://openalex.org/W2017213008","https://openalex.org/W2026161499","https://openalex.org/W2028994502","https://openalex.org/W2051211568","https://openalex.org/W2053859636","https://openalex.org/W2057260410","https://openalex.org/W2108400934","https://openalex.org/W2113605117","https://openalex.org/W2116104206","https://openalex.org/W2118719062","https://openalex.org/W2122401796","https://openalex.org/W2134806061","https://openalex.org/W2144569346","https://openalex.org/W2145044213","https://openalex.org/W2152510792","https://openalex.org/W2153136525","https://openalex.org/W2176408056","https://openalex.org/W2206252341","https://openalex.org/W2290102723","https://openalex.org/W2415830263","https://openalex.org/W2491138228","https://openalex.org/W2598817121","https://openalex.org/W2610582606","https://openalex.org/W2645731340","https://openalex.org/W2709768667","https://openalex.org/W2790165607","https://openalex.org/W2910414416","https://openalex.org/W2941884113","https://openalex.org/W2970142353","https://openalex.org/W2971307358","https://openalex.org/W2995799148","https://openalex.org/W3002599298","https://openalex.org/W3035296331","https://openalex.org/W3037831233","https://openalex.org/W3088082662","https://openalex.org/W3100608601","https://openalex.org/W3124106616","https://openalex.org/W3133702157","https://openalex.org/W3133828749","https://openalex.org/W3147653952","https://openalex.org/W3159626388","https://openalex.org/W3160638507","https://openalex.org/W3162251898","https://openalex.org/W3163363684","https://openalex.org/W3168921656","https://openalex.org/W3174511786","https://openalex.org/W3185341429","https://openalex.org/W3206079177","https://openalex.org/W3213472637","https://openalex.org/W4205523161","https://openalex.org/W4206698690","https://openalex.org/W4213451626","https://openalex.org/W4221055872","https://openalex.org/W4233738656","https://openalex.org/W4239019441","https://openalex.org/W4281643271","https://openalex.org/W4312749069","https://openalex.org/W4313198098","https://openalex.org/W4313590997","https://openalex.org/W4317463334","https://openalex.org/W4360979257","https://openalex.org/W4389009551"],"related_works":["https://openalex.org/W1585721873","https://openalex.org/W1589583416","https://openalex.org/W2357162860","https://openalex.org/W2376511922","https://openalex.org/W4297883695","https://openalex.org/W2015035247","https://openalex.org/W1035131874","https://openalex.org/W1642660396","https://openalex.org/W2996819463","https://openalex.org/W2886775613"],"abstract_inverted_index":{"Cross-domain":[0],"analogical":[1,60,150],"reasoning":[2],"is":[3],"a":[4,80,122],"core":[5],"creative":[6,42],"ability":[7,25],"that":[8],"can":[9],"be":[10],"challenging":[11],"for":[12,39,147],"humans.":[13],"Recent":[14],"work":[15,43],"has":[16,44],"shown":[17],"some":[18],"proofs-of-concept":[19],"of":[20,36,79,87,95,111,114,145],"Large":[21],"language":[22],"Models\u2019":[23],"(LLMs)":[24],"to":[26,57,98,125],"generate":[27],"cross-domain":[28,59,69,149],"analogies.":[29],"However,":[30],"the":[31,77,138],"reliability":[32],"and":[33,91,104,142],"potential":[34,139],"usefulness":[35],"this":[37,50],"capacity":[38,56],"augmenting":[40,148],"human":[41],"received":[45],"little":[46],"systematic":[47],"exploration.":[48],"In":[49],"paper,":[51],"we":[52,65],"systematically":[53],"explore":[54],"LLMs":[55,146],"augment":[58],"reasoning.":[61],"Across":[62],"three":[63],"studies,":[64],"found:":[66],"1)":[67],"LLM-generated":[68],"analogies":[70],"were":[71],"frequently":[72,92],"judged":[73],"as":[74,118],"helpful":[75],"in":[76,101],"context":[78],"problem":[81,102],"reformulation":[82],"task":[83],"(median":[84],"4":[85],"out":[86],"5":[88],"helpfulness":[89],"rating),":[90],"(\u223c":[93],"80%":[94],"cases)":[96],"led":[97],"observable":[99],"changes":[100],"formulations,":[103],"2)":[105],"there":[106],"was":[107],"an":[108],"upper":[109],"bound":[110],"\u223c":[112],"25%":[113],"outputs":[115],"being":[116],"rated":[117],"potentially":[119,126],"harmful,":[120],"with":[121],"majority":[123],"due":[124],"upsetting":[127],"content,":[128],"rather":[129],"than":[130],"biased":[131],"or":[132],"toxic":[133],"content.":[134],"These":[135],"results":[136],"demonstrate":[137],"utility":[140],"\u2014":[141,144],"risks":[143],"creativity.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}