{"id":"https://openalex.org/W4386243148","doi":"https://doi.org/10.1145/3573381.3596466","title":"Enhancing Arabic Content Generation with Prompt Augmentation Using Integrated GPT and Text-to-Image Models","display_name":"Enhancing Arabic Content Generation with Prompt Augmentation Using Integrated GPT and Text-to-Image Models","publication_year":2023,"publication_date":"2023-06-12","ids":{"openalex":"https://openalex.org/W4386243148","doi":"https://doi.org/10.1145/3573381.3596466"},"language":"en","primary_location":{"id":"doi:10.1145/3573381.3596466","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3573381.3596466","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3573381.3596466","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Interactive Media Experiences","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3573381.3596466","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092710565","display_name":"Wala Elsharif","orcid":"https://orcid.org/0000-0003-1933-3254"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Wala Elsharif","raw_affiliation_strings":["college of science and engineering, Hamad Bin Khalifa University, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-1933-3254","affiliations":[{"raw_affiliation_string":"college of science and engineering, Hamad Bin Khalifa University, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014779317","display_name":"James She","orcid":"https://orcid.org/0000-0002-7250-8220"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"James She","raw_affiliation_strings":["college of science and engineering, Hamad Bin Khalifa University, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-7250-8220","affiliations":[{"raw_affiliation_string":"college of science and engineering, Hamad Bin Khalifa University, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012055259","display_name":"Preslav Nakov","orcid":"https://orcid.org/0000-0002-3600-1510"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Preslav Nakov","raw_affiliation_strings":["Qatar Computing Research Institute, Mohamed Bin Zayed University of Artificial Intelligence, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-3600-1510","affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, Mohamed Bin Zayed University of Artificial Intelligence, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027570038","display_name":"Simon Wong","orcid":"https://orcid.org/0000-0002-5503-4510"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Simon Wong","raw_affiliation_strings":["Department of Electronic & Computer Engineering, Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-5503-4510","affiliations":[{"raw_affiliation_string":"Department of Electronic & Computer Engineering, Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092710565"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":null,"apc_paid":null,"fwci":0.471,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64694213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10028","display_name":"Topic Modeling","score":0.9927999973297119,"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":0.7580857276916504},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7240861654281616},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6871809959411621},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.680182158946991},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5766008496284485},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5451138019561768},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5342302322387695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.515091598033905},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5027792453765869},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4915810525417328},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41978687047958374},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.418012797832489},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1469084918498993},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1376192271709442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10988548398017883},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10390481352806091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580857276916504},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7240861654281616},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6871809959411621},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.680182158946991},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5766008496284485},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5451138019561768},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5342302322387695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.515091598033905},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5027792453765869},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4915810525417328},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41978687047958374},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.418012797832489},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1469084918498993},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1376192271709442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10988548398017883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10390481352806091},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3573381.3596466","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3573381.3596466","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3573381.3596466","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Interactive Media Experiences","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-133205","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-133205","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3573381.3596466","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3573381.3596466","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3573381.3596466","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM International Conference on Interactive Media Experiences","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386243148.pdf","grobid_xml":"https://content.openalex.org/works/W4386243148.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W3096831136","https://openalex.org/W3160638507","https://openalex.org/W3198377975","https://openalex.org/W4284676027","https://openalex.org/W4312933868"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W187246281","https://openalex.org/W3093339210","https://openalex.org/W3015037427"],"abstract_inverted_index":{"With":[0],"the":[1,7,21,32,38,60,75,86,106,134,148,151,167,196,203,211,215],"current":[2],"and":[3,27,36,171,198],"continuous":[4],"advancements":[5],"in":[6,176],"field":[8,39],"of":[9,23,40,59,78,88,144,150,166,178,195,202,210],"text-to-image":[10,56],"modeling,":[11],"it":[12],"has":[13,43],"become":[14],"critical":[15],"to":[16,30,50,54,84,98,105,129,146,214],"design":[17],"prompts":[18,103,125,161],"that":[19,73,162,184],"make":[20],"best":[22],"these":[24],"model":[25,57,115],"capabilities":[26],"guides":[28],"them":[29],"generate":[31,99,130],"most":[33],"desirable":[34],"images,":[35],"thus":[37],"prompt":[41,52,71,89,95],"engineering":[42,53,72],"emerged.":[44],"Here,":[45],"we":[46,182],"study":[47],"a":[48,66,79,92,113,117,142,173],"method":[49,187],"use":[51],"enhance":[55],"representation":[58],"Arabic":[61,107,135,169,204],"culture.":[62,136],"This":[63],"work":[64],"proposes":[65],"simple,":[67,93],"novel":[68],"approach":[69],"for":[70,133,159],"uses":[74],"domain":[76],"knowledge":[77],"state-of-the-art":[80],"language":[81],"model,":[82],"GPT,":[83],"perform":[85,138],"task":[87],"augmentation,":[90],"where":[91,181],"initial":[94],"is":[96],"used":[97,128],"multiple,":[100],"more":[101,164,191,200,206],"detailed":[102],"related":[104],"culture":[108],"from":[109],"multiple":[110,139],"categories":[111],"through":[112,116],"GPT":[114],"process":[118],"known":[119],"as":[120],"in-context":[121],"learning.":[122],"The":[123],"augmented":[124],"are":[126,163,199],"then":[127],"images":[131],"enhanced":[132],"We":[137],"experiments":[140],"with":[141,172,190],"number":[143],"participants":[145],"evaluate":[147],"performance":[149],"proposed":[152,186],"method,":[153],"which":[154],"shows":[155],"promising":[156],"results,":[157],"specially":[158],"generating":[160],"inclusive":[165,201],"different":[168],"countries":[170,205],"wider":[174],"variety":[175,192],"terms":[177],"image":[179,189],"subjects,":[180],"find":[183],"our":[185],"generates":[188],"85":[193],"%":[194,209],"time":[197],"than":[207],"72.66":[208],"time,":[212],"compared":[213],"direct":[216],"approach.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}