{"id":"https://openalex.org/W4381551092","doi":"https://doi.org/10.48550/arxiv.2306.10249","title":"Large Generative AI Models for Telecom: The Next Big Thing?","display_name":"Large Generative AI Models for Telecom: The Next Big Thing?","publication_year":2023,"publication_date":"2023-06-17","ids":{"openalex":"https://openalex.org/W4381551092","doi":"https://doi.org/10.48550/arxiv.2306.10249"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2306.10249","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.10249","pdf_url":"https://arxiv.org/pdf/2306.10249","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2306.10249","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024225018","display_name":"Lina Bariah","orcid":"https://orcid.org/0000-0001-7244-1663"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bariah, Lina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055773757","display_name":"Qiyang Zhao","orcid":"https://orcid.org/0000-0001-5420-2511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Qiyang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101941197","display_name":"Hang Zou","orcid":"https://orcid.org/0000-0003-2275-6653"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zou, Hang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745433","display_name":"Yu Tian","orcid":"https://orcid.org/0000-0001-6732-5924"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tian, Yu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019652901","display_name":"Faouzi Bader","orcid":"https://orcid.org/0000-0002-3206-9411"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bader, Faouzi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5056145687","display_name":"M\u00e9rouane Debbah","orcid":"https://orcid.org/0000-0001-8941-8080"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Debbah, Merouane","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024225018"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7221710681915283},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.598728597164154},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5621135830879211},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.538318932056427},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.49440860748291016},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4704904556274414},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4555441737174988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44163328409194946},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4240581691265106},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25760674476623535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7221710681915283},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.598728597164154},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5621135830879211},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.538318932056427},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.49440860748291016},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4704904556274414},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4555441737174988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44163328409194946},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4240581691265106},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25760674476623535},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2306.10249","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.10249","pdf_url":"https://arxiv.org/pdf/2306.10249","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2306.10249","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2306.10249","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2306.10249","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.10249","pdf_url":"https://arxiv.org/pdf/2306.10249","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381551092.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W2140798747","https://openalex.org/W4383031710","https://openalex.org/W2908230797"],"abstract_inverted_index":{"The":[0],"evolution":[1],"of":[2,15,27,69,112,148],"generative":[3],"artificial":[4,113],"intelligence":[5,115,194],"(GenAI)":[6],"constitutes":[7],"a":[8,31,66,199],"turning":[9],"point":[10],"in":[11,17,22,73,152],"reshaping":[12],"the":[13,25,45,92,107,110,126,138,146,163,189,192,209],"future":[14,153],"technology":[16],"different":[18],"aspects.":[19],"Wireless":[20],"networks":[21,49],"particular,":[23,142],"with":[24],"blooming":[26],"self-evolving":[28,213],"networks,":[29,72,155],"represent":[30],"rich":[32],"field":[33],"for":[34,94,101,109],"exploiting":[35],"GenAI":[36,59,76,135,150,184,205],"and":[37,52,96,105,159,166,186],"reaping":[38],"several":[39,88],"benefits":[40],"that":[41,128],"can":[42,83,129,174],"fundamentally":[43],"change":[44],"way":[46,108,190],"how":[47,172,203],"wireless":[48,71,117,154],"are":[50,61],"designed":[51],"operated":[53],"nowadays.":[54],"To":[55],"be":[56,84,130,208],"specific,":[57],"large":[58,134,149,183,204],"models":[60,77,100,136,151,206],"envisioned":[62],"to":[63,86,124,191,211],"open":[64,175],"up":[65,176],"new":[67,177],"era":[68],"autonomous":[70],"which":[74],"multi-modal":[75],"trained":[78],"over":[79],"various":[80],"Telecom":[81,139],"data,":[82],"fine-tuned":[85],"perform":[87],"downstream":[89],"tasks,":[90],"eliminating":[91],"need":[93],"building":[95],"training":[97],"dedicated":[98],"AI":[99],"each":[102],"specific":[103],"task":[104],"paving":[106],"realization":[111],"general":[114],"(AGI)-empowered":[116],"networks.":[118,214],"In":[119,141],"this":[120],"article,":[121],"we":[122,143,170,197],"aim":[123],"unfold":[125],"opportunities":[127,178],"reaped":[131],"from":[132],"integrating":[133],"into":[137],"domain.":[140],"first":[144],"highlight":[145],"applications":[147],"defining":[156],"potential":[157],"use-cases":[158],"revealing":[160],"insights":[161],"on":[162,202],"associated":[164],"theoretical":[165],"practical":[167],"challenges.":[168],"Furthermore,":[169],"unveil":[171],"6G":[173],"through":[179],"connecting":[180],"multiple":[181],"on-device":[182],"models,":[185],"hence,":[187],"paves":[188],"collective":[193],"paradigm.":[195],"Finally,":[196],"put":[198],"forward-looking":[200],"vision":[201],"will":[207],"key":[210],"realize":[212]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
