{"id":"https://openalex.org/W4408092557","doi":"https://doi.org/10.1109/acai63924.2024.10899737","title":"Towards a Conversational Invoice Issuance LLM-Based Agent","display_name":"Towards a Conversational Invoice Issuance LLM-Based Agent","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4408092557","doi":"https://doi.org/10.1109/acai63924.2024.10899737"},"language":"en","primary_location":{"id":"doi:10.1109/acai63924.2024.10899737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acai63924.2024.10899737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5115563179","display_name":"Runze Nie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090096","display_name":"Aisino (China)","ror":"https://ror.org/00771gx20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210090096"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runze Nie","raw_affiliation_strings":["Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China","institution_ids":["https://openalex.org/I4210090096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015056220","display_name":"Hao Wu","orcid":"https://orcid.org/0000-0002-7281-8579"},"institutions":[{"id":"https://openalex.org/I4210090096","display_name":"Aisino (China)","ror":"https://ror.org/00771gx20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210090096"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wu","raw_affiliation_strings":["Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China","institution_ids":["https://openalex.org/I4210090096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100950663","display_name":"Ma Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090096","display_name":"Aisino (China)","ror":"https://ror.org/00771gx20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210090096"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Ma","raw_affiliation_strings":["Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China","institution_ids":["https://openalex.org/I4210090096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405185","display_name":"Zhenyu Liu","orcid":"https://orcid.org/0000-0003-2463-4553"},"institutions":[{"id":"https://openalex.org/I4210090096","display_name":"Aisino (China)","ror":"https://ror.org/00771gx20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210090096"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Liu","raw_affiliation_strings":["Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China","institution_ids":["https://openalex.org/I4210090096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414840","display_name":"Zhigang Wang","orcid":"https://orcid.org/0000-0002-7123-335X"},"institutions":[{"id":"https://openalex.org/I4210090096","display_name":"Aisino (China)","ror":"https://ror.org/00771gx20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210090096"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Wang","raw_affiliation_strings":["Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China","institution_ids":["https://openalex.org/I4210090096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100691471","display_name":"Zhang Ping","orcid":"https://orcid.org/0000-0003-1667-3157"},"institutions":[{"id":"https://openalex.org/I4210090096","display_name":"Aisino (China)","ror":"https://ror.org/00771gx20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210090096"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aisino Co., Ltd.,Dept. AI of Research Institute,Beijing,China","institution_ids":["https://openalex.org/I4210090096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210090096"],"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9275000095367432,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9275000095367432,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/invoice","display_name":"Invoice","score":0.6647324562072754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728636980056763},{"id":"https://openalex.org/keywords/dialog-system","display_name":"Dialog system","score":0.4934472143650055},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.43885377049446106},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3212019205093384}],"concepts":[{"id":"https://openalex.org/C2781456945","wikidata":"https://www.wikidata.org/wiki/Q190581","display_name":"Invoice","level":2,"score":0.6647324562072754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728636980056763},{"id":"https://openalex.org/C190954187","wikidata":"https://www.wikidata.org/wiki/Q5270587","display_name":"Dialog system","level":3,"score":0.4934472143650055},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43885377049446106},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3212019205093384},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acai63924.2024.10899737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acai63924.2024.10899737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1537287887","https://openalex.org/W2920124529","https://openalex.org/W4381855801","https://openalex.org/W4393065402","https://openalex.org/W4399146196","https://openalex.org/W4401545735","https://openalex.org/W4402671229"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2014638835","https://openalex.org/W4254961695","https://openalex.org/W4206165709","https://openalex.org/W2392846042","https://openalex.org/W3198095220","https://openalex.org/W1537287887","https://openalex.org/W2265899139"],"abstract_inverted_index":{"The":[0,76,117,163,194],"traditional":[1],"invoice":[2,28,206],"issuance":[3,207],"process":[4],"within":[5],"tax":[6,96,103,128,192,214],"administration":[7,215],"is":[8,55,139],"labor-intensive":[9],"and":[10,30,47,65,73,98,127,134,151,182,202],"prone":[11],"to":[12,89,136,158,170,188,198],"errors,":[13],"necessitating":[14],"a":[15,41,120,149,166,174,183,210],"shift":[16],"towards":[17],"digitalization.":[18],"Despite":[19],"the":[20,45,50,58,66,93,99,109,160,200,205,217],"advent":[21],"of":[22,52,60,68,78,95,102,111,204],"digital":[23,79,218],"invoicing":[24,80],"systems":[25,39,54,81],"that":[26,123],"streamline":[27],"generation":[29],"automate":[31],"rule-based":[32],"audits,":[33],"integration":[34,77],"with":[35,82,191],"existing":[36],"financial":[37,84],"accounting":[38],"remains":[40],"challenge.":[42],"Particularly":[43],"in":[44,216],"hospitality":[46],"bookkeeping":[48],"sectors,":[49],"adoption":[51],"these":[53],"hindered":[56],"by":[57],"lack":[59],"standardized":[61],"software,":[62],"high":[63],"costs,":[64],"absence":[67],"technical":[69],"expertise":[70],"among":[71],"small":[72],"micro":[74],"enterprises.":[75],"diverse":[83],"software":[85],"presents":[86],"significant":[87],"barriers":[88],"uniform":[90],"adaptation.":[91],"Furthermore,":[92],"complexity":[94],"regulations":[97],"dynamic":[100,179],"nature":[101],"categories":[104],"require":[105],"advanced":[106],"understanding":[107],"beyond":[108],"capabilities":[110],"standard":[112],"Large":[113,153],"Language":[114,154],"Models":[115],"(LLMs).":[116],"need":[118],"for":[119,178,213],"specialized":[121],"system":[122,164],"can":[124],"comprehend":[125],"finance":[126,150],"contexts,":[129],"securely":[130],"handle":[131],"sensitive":[132],"information,":[133],"adapt":[135],"user":[137,180],"interactions":[138],"paramount.":[140],"This":[141],"paper":[142],"introduces":[143],"an":[144],"autonomous":[145],"agent":[146,196],"based":[147],"on":[148],"tax-specific":[152],"Model":[155],"(LLM)":[156],"designed":[157],"address":[159],"aforementioned":[161],"challenges.":[162],"includes":[165],"Specialized":[167],"Training":[168],"Framework":[169],"enhance":[171],"domain":[172],"comprehension,":[173],"Hierarchical":[175],"Memory":[176],"Architecture":[177],"interaction,":[181],"Tax":[184],"Domain":[185],"Security":[186],"Module":[187],"ensure":[189],"compliance":[190],"regulations.":[193],"proposed":[195],"aims":[197],"improve":[199],"efficiency":[201],"accuracy":[203],"process,":[208],"providing":[209],"robust":[211],"solution":[212],"era.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}