{"id":"https://openalex.org/W4387619803","doi":"https://doi.org/10.15439/2023f586","title":"Passage Retrieval in question answering systems in Polish language","display_name":"Passage Retrieval in question answering systems in Polish language","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387619803","doi":"https://doi.org/10.15439/2023f586"},"language":"en","primary_location":{"id":"doi:10.15439/2023f586","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f586","pdf_url":"https://annals-csis.org/Volume_35/drp/pdf/586.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/Volume_35/drp/pdf/586.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084995346","display_name":"Anna Pacanowska","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anna Pacanowska","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5084995346"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15575039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"1281","last_page":"1286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T12031","display_name":"Speech and dialogue systems","score":0.9944000244140625,"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/T10028","display_name":"Topic Modeling","score":0.9889000058174133,"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/question-answering","display_name":"Question answering","score":0.876283586025238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7041534185409546},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5610856413841248},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46901410818099976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.428158700466156}],"concepts":[{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.876283586025238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7041534185409546},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5610856413841248},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46901410818099976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.428158700466156}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f586","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f586","pdf_url":"https://annals-csis.org/Volume_35/drp/pdf/586.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:a5ebb36d6f3c4c81b8d39b8c1b6a115e","is_oa":true,"landing_page_url":"https://doaj.org/article/a5ebb36d6f3c4c81b8d39b8c1b6a115e","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 1281-1286 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f586","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f586","pdf_url":"https://annals-csis.org/Volume_35/drp/pdf/586.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":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387619803.pdf","grobid_xml":"https://content.openalex.org/works/W4387619803.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2427527485","https://openalex.org/W2558203065","https://openalex.org/W2951534261","https://openalex.org/W2963748441","https://openalex.org/W2978017171","https://openalex.org/W2979826702","https://openalex.org/W3008374555","https://openalex.org/W3030163527","https://openalex.org/W3082928416","https://openalex.org/W3125670107","https://openalex.org/W3155292524","https://openalex.org/W3157789198","https://openalex.org/W4292779060","https://openalex.org/W4300427681","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2384605597","https://openalex.org/W2387743295","https://openalex.org/W3082787378","https://openalex.org/W2136007095","https://openalex.org/W2366230879","https://openalex.org/W3208425359","https://openalex.org/W2349927912","https://openalex.org/W297543570","https://openalex.org/W3204019825"],"abstract_inverted_index":{"This":[0],"paper":[1,67],"describes":[2],"the":[3,21,52],"submissions":[4],"to":[5,20,87],"Task":[6],"3":[7],"of":[8,15,75],"PolEval":[9],"2022.Passage":[10],"Retrieval":[11],"is":[12,24,37,43,46,59],"a":[13,17,41,60],"problem":[14,27,78],"retrieving":[16],"passage":[18],"relevant":[19],"given":[22],"query.It":[23],"an":[25],"important":[26],"with":[28],"many":[29,63,72],"practical":[30],"use":[31],"cases,":[32],"especially":[33],"in":[34,48],"question":[35],"answering.It":[36],"very":[38],"beneficial":[39],"if":[40],"model":[42],"generalizable,":[44],"that":[45],"effective":[47],"various":[49],"domains,":[50],"even":[51],"ones":[53],"it":[54],"was":[55],"not":[56],"trained":[57],"on.This":[58],"challenge":[61],"for":[62],"state-of-the-art":[64],"models.In":[65],"this":[66,77],"I":[68],"describe":[69],"and":[70,85,95],"test":[71],"different":[73],"methods":[74,90],"approaching":[76],"-from":[79],"standard":[80],"techniques,":[81],"such":[82],"as":[83],"BM25":[84],"lemmatization":[86],"recently":[88],"developed":[89],"based":[91],"on":[92],"deep":[93],"learning":[94],"transformers.":[96]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-10-10T00:00:00"}
