{"id":"https://openalex.org/W4387619754","doi":"https://doi.org/10.15439/2023f9627","title":"Boosting conversational AI correctness by accounting for ASR errors using a sequence to sequence model","display_name":"Boosting conversational AI correctness by accounting for ASR errors using a sequence to sequence model","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387619754","doi":"https://doi.org/10.15439/2023f9627"},"language":"en","primary_location":{"id":"doi:10.15439/2023f9627","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f9627","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/9627.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/9627.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093060042","display_name":"Szymon Jadczak","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Szymon Jadczak","raw_affiliation_strings":["University in Pozna\u0144","Faculty of Mathematics and Computer Science"],"affiliations":[{"raw_affiliation_string":"University in Pozna\u0144","institution_ids":[]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067526650","display_name":"Rafa\u0142 Jaworski","orcid":"https://orcid.org/0000-0001-8827-3318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Jaworski","raw_affiliation_strings":["University in Pozna\u0144","Faculty of Mathematics and Computer Science"],"affiliations":[{"raw_affiliation_string":"University in Pozna\u0144","institution_ids":[]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5093060042"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1117,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31459515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"35","issue":null,"first_page":"1325","last_page":"1328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.6430000066757202,"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/T12031","display_name":"Speech and dialogue systems","score":0.6430000066757202,"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"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.5724999904632568,"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"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.5701000094413757,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.8088432550430298},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7748007774353027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913093328475952},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6341019868850708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.527953028678894},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5228201150894165},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41921600699424744},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22038504481315613}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8088432550430298},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7748007774353027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913093328475952},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6341019868850708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.527953028678894},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5228201150894165},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41921600699424744},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22038504481315613},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f9627","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f9627","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/9627.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:7b902923e6a84707aae94b04da0380a1","is_oa":true,"landing_page_url":"https://doaj.org/article/7b902923e6a84707aae94b04da0380a1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 35, Pp 1325-1328 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f9627","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f9627","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/9627.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387619754.pdf","grobid_xml":"https://content.openalex.org/works/W4387619754.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2321916036","https://openalex.org/W2888975141","https://openalex.org/W2936597270","https://openalex.org/W3046368065","https://openalex.org/W4200113972","https://openalex.org/W4287694131","https://openalex.org/W4307079201","https://openalex.org/W6847076894"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W4247536566","https://openalex.org/W3119814709","https://openalex.org/W2018477250","https://openalex.org/W4241418540","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W4283160672"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,7,21,39,65,68,70,89,97],"winning":[4],"submission":[5],"to":[6,24,56,75,83,96],"challenge":[8,22],"CAICCAIC:":[9],"Center":[10],"for":[11,61,99],"Artificial":[12],"Intelligence":[13],"Challenge":[14],"on":[15],"Conversational":[16],"AI":[17],"Correctness.The":[18],"aim":[19],"of":[20,28,33,41,59,67,80,91],"was":[23,54,88],"design":[25],"a":[26,81],"mechanism":[27],"natural":[29],"language":[30],"understanding":[31],"capable":[32],"interpreting":[34],"user":[35],"prompts.The":[36],"prompts":[37],"were":[38],"output":[40],"an":[42,77],"automatic":[43],"speech":[44],"recognition":[45],"system":[46],"and":[47,101],"therefore":[48],"contained":[49],"errors.In":[50],"this":[51],"scenario,":[52],"it":[53],"necessary":[55],"apply":[57],"techniques":[58],"accounting":[60],"these":[62],"errors.As":[63],"per":[64],"results":[66],"challenge,":[69],"most":[71],"effective":[72],"technique":[73],"proved":[74],"be":[76],"original":[78],"use":[79],"sequence":[82,84],"model.The":[85],"key":[86],"idea":[87],"concatenation":[90],"labels":[92],"before":[93],"passing":[94],"them":[95],"model":[98],"training":[100],"prediction.":[102]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}