{"id":"https://openalex.org/W4400489980","doi":"https://doi.org/10.1109/netsoft60951.2024.10588924","title":"Exploring Large Language Models in Intent Acquisition and Translation","display_name":"Exploring Large Language Models in Intent Acquisition and Translation","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4400489980","doi":"https://doi.org/10.1109/netsoft60951.2024.10588924"},"language":"en","primary_location":{"id":"doi:10.1109/netsoft60951.2024.10588924","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/netsoft60951.2024.10588924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th International Conference on Network Softwarization (NetSoft)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027228367","display_name":"Mattia Fontana","orcid":"https://orcid.org/0000-0003-1487-0720"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Mattia Fontana","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083072051","display_name":"Barbara Martini","orcid":"https://orcid.org/0000-0002-0413-591X"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Martini","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032210048","display_name":"Filippo Sciarrone","orcid":"https://orcid.org/0000-0002-9631-8528"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Sciarrone","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027228367"],"corresponding_institution_ids":["https://openalex.org/I4210132817"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08306806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"231","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.7335000038146973,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.7335000038146973,"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":0.7540152072906494},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5980125665664673},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5842535495758057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42705926299095154},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.35762032866477966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540152072906494},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5980125665664673},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5842535495758057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42705926299095154},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.35762032866477966},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/netsoft60951.2024.10588924","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/netsoft60951.2024.10588924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th International Conference on Network Softwarization (NetSoft)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2586304830","https://openalex.org/W2734941459","https://openalex.org/W2862472526","https://openalex.org/W3037959409","https://openalex.org/W3049155900","https://openalex.org/W3093528687","https://openalex.org/W3114807622","https://openalex.org/W4280558436","https://openalex.org/W4293690911","https://openalex.org/W4312980540","https://openalex.org/W4313531373","https://openalex.org/W4364302295","https://openalex.org/W4378228477","https://openalex.org/W4384157935","https://openalex.org/W4384211178","https://openalex.org/W4386336030","https://openalex.org/W4387272092","https://openalex.org/W4388624588","https://openalex.org/W4389077350","https://openalex.org/W4389160107","https://openalex.org/W4390411236","https://openalex.org/W4400647460","https://openalex.org/W4402156491","https://openalex.org/W4404356490","https://openalex.org/W6774369961","https://openalex.org/W6798005000","https://openalex.org/W6852989508"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Intent-based":[0],"networking":[1],"has":[2,69,110],"attracted":[3],"interest":[4],"in":[5,22],"the":[6,19,26,29,34,40,44,49,62,104,107,113,116,123,133,139,146,152,160],"academic":[7],"research":[8],"for":[9,39,73,89],"enhancing":[10,142],"network":[11,170],"management":[12,42],"operations":[13],"with":[14],"user-oriented":[15],"features.":[16],"One":[17],"of":[18,28,43,64,103,106,148,155,162,169],"main":[20],"challenge":[21],"this":[23,47,90,131],"field":[24],"is":[25,53],"acquisition":[27],"user":[30,75,143,156,163],"intents":[31,157],"and":[32,158],"subsequently":[33],"relative":[35],"translation":[36,161],"into":[37,165],"policies":[38],"automatic":[41],"network.":[45],"Concerning":[46],"task,":[48],"primary":[50],"technique":[51],"employed":[52],"relying":[54],"on":[55,99],"Graphical":[56],"User":[57],"Interfaces":[58],"(GUI)s.":[59],"In":[60],"addition,":[61],"use":[63],"Natural":[65],"Language":[66,86],"Processing":[67],"techniques":[68],"been":[70],"extensively":[71],"adopted":[72],"improved":[74],"experience.":[76],"Recently,":[77],"some":[78],"preliminary":[79],"studies":[80],"have":[81],"shown":[82],"that":[83,112],"using":[84],"Large":[85],"Models":[87],"(LLMs)":[88],"purpose":[91],"leads":[92],"to":[93,137],"achieve":[94],"interesting":[95],"results.":[96],"However,":[97],"based":[98],"a":[100,166],"comprehensive":[101],"analysis":[102],"state":[105],"art,":[108],"it":[109],"emerged":[111],"works":[114],"utilizing":[115],"LLMs":[117],"do":[118],"not":[119],"fully":[120],"exploit":[121],"all":[122],"capabilities":[124],"these":[125],"tools":[126],"could":[127],"potentially":[128],"offer.":[129],"For":[130],"reason,":[132],"doctoral":[134],"work":[135],"aims":[136],"address":[138],"following":[140],"challenges:":[141],"experience":[144],"through":[145],"utilization":[147],"intelligent":[149],"chatbots,":[150],"improving":[151],"correct":[153],"understanding":[154],"ensuring":[159],"intentions":[164],"coherent":[167],"set":[168],"configurations,":[171],"which":[172],"are":[173],"generated":[174],"automatically.":[175]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}