{"id":"https://openalex.org/W7166408916","doi":null,"title":"Advanced RAG Systems for Historical Documents","display_name":"Advanced RAG Systems for Historical Documents","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166408916"},"language":"cs","primary_location":{"id":"pmh:oai:dspace.vut.cz:11012/260422","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/260422","pdf_url":"https://dspace.vut.cz/bitstreams/c5eb30c7-6b04-4351-9401-f0122c9bc0f0/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"masterThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.vut.cz/bitstreams/c5eb30c7-6b04-4351-9401-f0122c9bc0f0/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139465391","display_name":"Kry\u0161tof Andr\u00fdsek","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Andr\u00fdsek, Kry\u0161tof","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5139465391"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"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/T10028","display_name":"Topic Modeling","score":0.9154999852180481,"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/T10028","display_name":"Topic Modeling","score":0.9154999852180481,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.030400000512599945,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13643","display_name":"Artificial Intelligence in Law","score":0.016599999740719795,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/historical-documents","display_name":"historical documents","score":0.8619999885559082},{"id":"https://openalex.org/keywords/langgraph","display_name":"LangGraph","score":0.8360000252723694},{"id":"https://openalex.org/keywords/llm-as-a-judge","display_name":"LLM-as-a-judge","score":0.8759999871253967}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4875999987125397},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.47600001096725464},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.454800009727478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35679998993873596},{"id":"https://openalex.org/C59656382","wikidata":"https://www.wikidata.org/wiki/Q191536","display_name":"Conjunction (astronomy)","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.24300000071525574},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.24240000545978546},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.23680000007152557},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.23559999465942383},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.2353000044822693}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dspace.vut.cz:11012/260422","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/260422","pdf_url":"https://dspace.vut.cz/bitstreams/c5eb30c7-6b04-4351-9401-f0122c9bc0f0/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"masterThesis"},{"id":"pmh:oai:invenio.nusl.cz:777623","doi":null,"is_oa":false,"landing_page_url":"http://www.nusl.cz/ntk/nusl-777623","pdf_url":null,"source":{"id":"https://openalex.org/S4306402266","display_name":"Digital Repository (National Repository of Grey Literature)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79620101","host_organization_name":"University of Arkansas for Medical Sciences","host_organization_lineage":["https://openalex.org/I79620101"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"}],"best_oa_location":{"id":"pmh:oai:dspace.vut.cz:11012/260422","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/260422","pdf_url":"https://dspace.vut.cz/bitstreams/c5eb30c7-6b04-4351-9401-f0122c9bc0f0/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"masterThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166408916.pdf","grobid_xml":"https://content.openalex.org/works/W7166408916.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1854884267","https://openalex.org/W2626778328","https://openalex.org/W2747680751","https://openalex.org/W3027879771","https://openalex.org/W3034439313","https://openalex.org/W4281483047","https://openalex.org/W4304195432","https://openalex.org/W4385565351","https://openalex.org/W4385571271","https://openalex.org/W4387156782","https://openalex.org/W4387430850","https://openalex.org/W4387560733","https://openalex.org/W4389984066","https://openalex.org/W4391463108","https://openalex.org/W4391631359","https://openalex.org/W4401042753","https://openalex.org/W4402670856","https://openalex.org/W4404341075","https://openalex.org/W4404648721","https://openalex.org/W4406542750","https://openalex.org/W4410705984","https://openalex.org/W4415337897","https://openalex.org/W4416037117","https://openalex.org/W6910741274","https://openalex.org/W7133239970","https://openalex.org/W7134062012","https://openalex.org/W7134814111"],"related_works":["https://openalex.org/W7166402484","https://openalex.org/W7036670627","https://openalex.org/W7165059701","https://openalex.org/W7197871026","https://openalex.org/W7118476858","https://openalex.org/W4406892307","https://openalex.org/W7207907951","https://openalex.org/W7197101493","https://openalex.org/W4416188326","https://openalex.org/W4415602335"],"abstract_inverted_index":{"Tato":[0],"pr\u00e1ce":[1,79],"se":[2],"zab\u00fdv\u00e1":[3],"n\u00e1vrhem,":[4],"implementac\u00ed":[5],"a":[6,42,66,122,148,162],"kritick\u00fdm":[7],"vyhodnocen\u00edm":[8],"adaptivn\u00edho":[9],"syst\u00e9mu":[10],"RAG":[11],"(Retrieval-Augmented":[12],"Generation)":[13],"v":[14,47,63,87,145,156],"r\u00e1mci":[15,93],"aplikace":[16],"semANT,":[17],"ur\u010den\u00e9":[18],"pro":[19,152],"pr\u00e1ci":[20],"s":[21],"\u010desk\u00fdmi":[22],"historick\u00fdmi":[23],"prameny.":[24],"Hlavn\u00edm":[25],"technick\u00fdm":[26],"p\u0159\u00ednosem":[27],"je":[28,52],"v\u00fdvoj":[29],"pokro\u010dil\u00e9":[30],"architektury":[31],"postaven\u00e9":[32],"na":[33,45,105,129,158],"technologii":[34],"LangGraph,":[35],"kter\u00e1":[36],"integruje":[37],"techniky":[38],"Multi-query,":[39],"Step-back":[40],"prompting":[41],"automatick\u00fd":[43],"fallback":[44],"vyhled\u00e1v\u00e1n\u00ed":[46],"internetov\u00e9":[48],"s\u00edti.":[49],"Sou\u010d\u00e1st\u00ed":[50],"\u0159e\u0161en\u00ed":[51],"inovativn\u00ed":[53],"jazykov\u00fd":[54],"sm\u011brova\u010d,":[55],"kter\u00fd":[56],"zaji\u0161\u0165uje":[57],"s\u00e9mantickou":[58],"i":[59],"lingvistickou":[60],"konzistenci":[61],"odpov\u011bd\u00ed":[62,115],"\u010desk\u00e9m":[64,146],"jazyce":[65,147],"unik\u00e1tn\u00ed":[67],"funkcionalita":[68],"interaktivn\u00edho":[69],"vysv\u011btlov\u00e1n\u00ed":[70],"ozna\u010den\u00fdch":[71],"pas\u00e1\u017e\u00ed":[72],"textu":[73],"zvy\u0161uj\u00edc\u00ed":[74],"v\u011brohodnost":[75],"syst\u00e9mu.":[76],"St\u011b\u017eejn\u00ed":[77],"\u010d\u00e1st":[78],"p\u0159edstavuje":[80],"systematick\u00e1":[81],"anal\u00fdza":[82],"spolehlivosti":[83],"velk\u00fdch":[84],"jazykov\u00fdch":[85],"model\u016f":[86,100],"roli":[88],"automatizovan\u00fdch":[89,120],"soudc\u016f":[90,144],"(LLM-as-a-judge).":[91],"V":[92],"experiment\u016f":[94],"byla":[95],"provedena":[96],"validace":[97],"p\u011bti":[98],"t\u0159\u00edd":[99],"proti":[101],"expertn\u00edmu":[102],"lidsk\u00e9mu":[103],"konsenzu":[104],"datasetech":[106],"r\u016fzn\u00e9":[107],"komplexity.":[108],"V\u00fdsledky":[109],"prokazuj\u00ed":[110],"statisticky":[111],"v\u00fdznamn\u00fd":[112],"n\u00e1r\u016fst":[113],"relevance":[114],"o":[116,123],"12":[117],"%":[118,125],"dle":[119,126],"metrik":[121],"21":[124],"lidsk\u00e9ho":[127],"\u00fasudku":[128],"datov\u00e9":[130,160],"sad\u011b":[131],"komplexn\u00edch":[132],"ot\u00e1zek,":[133],"p\u0159i\u010dem\u017e":[134],"syst\u00e9m":[135],"vykazuje":[136],"vysokou":[137],"v\u011brohodnost.":[138],"Pr\u00e1ce":[139],"kvantifikuje":[140],"senzitivn\u00ed":[141],"pr\u00e1h":[142],"LLM":[143],"definuje":[149],"metodick\u00fd":[150],"n\u00e1vod":[151],"predikci":[153],"nejistoty":[154],"vyhodnocov\u00e1n\u00ed":[155],"z\u00e1vislosti":[157],"parametrech":[159],"sady":[161],"zvolen\u00e9m":[163],"hodnotiteli.":[164]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-06-28T00:00:00"}
