{"id":"https://openalex.org/W4405930322","doi":"https://doi.org/10.1007/978-3-031-74643-7_23","title":"ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from\u00a0Unstructured Financial Documents","display_name":"ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from\u00a0Unstructured Financial Documents","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405930322","doi":"https://doi.org/10.1007/978-3-031-74643-7_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74643-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74643-7_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5114412481","display_name":"Furkan Pala","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]},{"id":"https://openalex.org/I2799666402","display_name":"Borsa Istanbul (Turkey)","ror":"https://ror.org/018kq8f36","country_code":"TR","type":"company","lineage":["https://openalex.org/I2799666402"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Furkan Pala","raw_affiliation_strings":["Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, 34469, Istanbul, Turkey","Natural Language Processing, Yap\u0131 Kredi Technology, 34467, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, 34469, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Natural Language Processing, Yap\u0131 Kredi Technology, 34467, Istanbul, Turkey","institution_ids":["https://openalex.org/I2799666402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001545876","display_name":"Mehmet Yasin Akp\u0131nar","orcid":null},"institutions":[{"id":"https://openalex.org/I2799666402","display_name":"Borsa Istanbul (Turkey)","ror":"https://ror.org/018kq8f36","country_code":"TR","type":"company","lineage":["https://openalex.org/I2799666402"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Yasin Akp\u0131nar","raw_affiliation_strings":["Natural Language Processing, Yap\u0131 Kredi Technology, 34467, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Natural Language Processing, Yap\u0131 Kredi Technology, 34467, Istanbul, Turkey","institution_ids":["https://openalex.org/I2799666402"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057690476","display_name":"Onur Deniz","orcid":"https://orcid.org/0000-0003-3540-0584"},"institutions":[{"id":"https://openalex.org/I2799666402","display_name":"Borsa Istanbul (Turkey)","ror":"https://ror.org/018kq8f36","country_code":"TR","type":"company","lineage":["https://openalex.org/I2799666402"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Onur Deniz","raw_affiliation_strings":["Natural Language Processing, Yap\u0131 Kredi Technology, 34467, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Natural Language Processing, Yap\u0131 Kredi Technology, 34467, Istanbul, Turkey","institution_ids":["https://openalex.org/I2799666402"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030279774","display_name":"G\u00fcl\u015fen Eryi\u011fit","orcid":"https://orcid.org/0000-0003-4607-7305"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00fcl\u015fen Eryi\u011fit","raw_affiliation_strings":["Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, 34469, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, 34469, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114412481"],"corresponding_institution_ids":["https://openalex.org/I2799666402","https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54308729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"307","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9994999766349792,"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":0.9751999974250793,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9302999973297119,"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/key","display_name":"Key (lock)","score":0.6923960447311401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5790708065032959},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5444929599761963},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5395821928977966},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.4254017174243927},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38457193970680237},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3415912985801697},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11410099267959595},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.06830814480781555},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.044683486223220825}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6923960447311401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5790708065032959},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5444929599761963},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5395821928977966},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.4254017174243927},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38457193970680237},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3415912985801697},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11410099267959595},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.06830814480781555},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.044683486223220825}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-74643-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74643-7_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:polen.itu.edu.tr:11527/39063","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/39063","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1991133427","https://openalex.org/W2064675550","https://openalex.org/W2114361266","https://openalex.org/W2194775991","https://openalex.org/W2766736793","https://openalex.org/W2791217785","https://openalex.org/W2795277576","https://openalex.org/W2891117443","https://openalex.org/W2962739339","https://openalex.org/W2962859618","https://openalex.org/W2963020213","https://openalex.org/W2963150697","https://openalex.org/W2986619406","https://openalex.org/W2998913931","https://openalex.org/W3000758063","https://openalex.org/W3003484198","https://openalex.org/W3087374654","https://openalex.org/W3163650427","https://openalex.org/W3198984549","https://openalex.org/W3201693581","https://openalex.org/W3203055579","https://openalex.org/W4224228116","https://openalex.org/W6600654476","https://openalex.org/W6702248584","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W2110696645","https://openalex.org/W2358580169","https://openalex.org/W2111347279","https://openalex.org/W4399426197","https://openalex.org/W2487211728","https://openalex.org/W2378096925","https://openalex.org/W2368651715"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
