{"id":"https://openalex.org/W4407189065","doi":"https://doi.org/10.1007/978-3-031-82670-2_7","title":"Beyond Image-Text Matching: Verb Understanding in\u00a0Multimodal Transformers Using Guided Masking","display_name":"Beyond Image-Text Matching: Verb Understanding in\u00a0Multimodal Transformers Using Guided Masking","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407189065","doi":"https://doi.org/10.1007/978-3-031-82670-2_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82670-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82670-2_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5116168621","display_name":"Ivana Beov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I4401200340","display_name":"Kempelen Institute of Intelligent Technologies","ror":"https://ror.org/02j78kr76","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4401200340"]},{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Ivana Be\u0148ov\u00e1","raw_affiliation_strings":["Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic","Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia","institution_ids":["https://openalex.org/I4401200340"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116168622","display_name":"Jana Koeck\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jana Ko\u0161eck\u00e1","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004190185","display_name":"Michal Gregor","orcid":"https://orcid.org/0000-0001-8332-6011"},"institutions":[{"id":"https://openalex.org/I4401200340","display_name":"Kempelen Institute of Intelligent Technologies","ror":"https://ror.org/02j78kr76","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4401200340"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Michal Gregor","raw_affiliation_strings":["Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia"],"affiliations":[{"raw_affiliation_string":"Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia","institution_ids":["https://openalex.org/I4401200340"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062173944","display_name":"Martin Tamajka","orcid":"https://orcid.org/0000-0002-0107-6459"},"institutions":[{"id":"https://openalex.org/I4401200340","display_name":"Kempelen Institute of Intelligent Technologies","ror":"https://ror.org/02j78kr76","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4401200340"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Martin Tamajka","raw_affiliation_strings":["Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia"],"affiliations":[{"raw_affiliation_string":"Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia","institution_ids":["https://openalex.org/I4401200340"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113159169","display_name":"Marcel Vesel\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I4401200340","display_name":"Kempelen Institute of Intelligent Technologies","ror":"https://ror.org/02j78kr76","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4401200340"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Marcel Vesel\u00fd","raw_affiliation_strings":["Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia"],"affiliations":[{"raw_affiliation_string":"Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia","institution_ids":["https://openalex.org/I4401200340"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064675519","display_name":"Mari\u00e1n \u0160imko","orcid":"https://orcid.org/0000-0002-2306-4408"},"institutions":[{"id":"https://openalex.org/I4401200340","display_name":"Kempelen Institute of Intelligent Technologies","ror":"https://ror.org/02j78kr76","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4401200340"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Mari\u00e1n \u0160imko","raw_affiliation_strings":["Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia"],"affiliations":[{"raw_affiliation_string":"Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia","institution_ids":["https://openalex.org/I4401200340"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5116168621"],"corresponding_institution_ids":["https://openalex.org/I4401200340","https://openalex.org/I60587646"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04431343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.996399998664856,"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":0.9872999787330627,"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/computer-science","display_name":"Computer science","score":0.7805792093276978},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6487176418304443},{"id":"https://openalex.org/keywords/verb","display_name":"Verb","score":0.6101891994476318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015473365783691},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.49279406666755676},{"id":"https://openalex.org/keywords/template-matching","display_name":"Template matching","score":0.48513421416282654},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.43619585037231445},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.423954039812088},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36594051122665405},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3389665484428406},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3344491124153137},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10950949788093567},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08990588784217834},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06339263916015625},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.059261828660964966},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.04785802960395813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805792093276978},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6487176418304443},{"id":"https://openalex.org/C2776397901","wikidata":"https://www.wikidata.org/wiki/Q24905","display_name":"Verb","level":2,"score":0.6101891994476318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015473365783691},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.49279406666755676},{"id":"https://openalex.org/C158096908","wikidata":"https://www.wikidata.org/wiki/Q3983303","display_name":"Template matching","level":3,"score":0.48513421416282654},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.43619585037231445},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.423954039812088},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36594051122665405},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3389665484428406},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3344491124153137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10950949788093567},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08990588784217834},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06339263916015625},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.059261828660964966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.04785802960395813},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-82670-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82670-2_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2611009517","https://openalex.org/W2886641317","https://openalex.org/W2970231061","https://openalex.org/W3090449556","https://openalex.org/W3104379732","https://openalex.org/W3106784008","https://openalex.org/W3135367836","https://openalex.org/W3156159991","https://openalex.org/W3177487519","https://openalex.org/W3197394194","https://openalex.org/W3201264086","https://openalex.org/W4225592884","https://openalex.org/W4226095990","https://openalex.org/W4230405732","https://openalex.org/W4312261477","https://openalex.org/W4312791030","https://openalex.org/W4312910992","https://openalex.org/W4322746848","https://openalex.org/W4381802186","https://openalex.org/W4386075498","https://openalex.org/W4389519483","https://openalex.org/W4390872676","https://openalex.org/W6600617704","https://openalex.org/W6601968593","https://openalex.org/W6604054835","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W2153749698","https://openalex.org/W3081694532","https://openalex.org/W1969211203","https://openalex.org/W1517958729","https://openalex.org/W2163511125","https://openalex.org/W2356312238","https://openalex.org/W2092272653","https://openalex.org/W2610352806","https://openalex.org/W2802511870","https://openalex.org/W2372581239"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-02-06T00:00:00"}