{"id":"https://openalex.org/W3046415183","doi":"https://doi.org/10.1007/s11063-020-10314-8","title":"Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images","display_name":"Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images","publication_year":2020,"publication_date":"2020-07-29","ids":{"openalex":"https://openalex.org/W3046415183","doi":"https://doi.org/10.1007/s11063-020-10314-8","mag":"3046415183"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-020-10314-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-020-10314-8","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","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/A5066212734","display_name":"Sebastien Delecraz","orcid":"https://orcid.org/0000-0001-5977-4893"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Sebastien Delecraz","raw_affiliation_strings":["Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)"],"raw_orcid":"https://orcid.org/0000-0001-5977-4893","affiliations":[{"raw_affiliation_string":"Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","institution_ids":["https://openalex.org/I143002897","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057449004","display_name":"Leonor Becerra-Bonache","orcid":"https://orcid.org/0009-0009-0177-8360"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Leonor Becerra-Bonache","raw_affiliation_strings":["UJM-Saint-Etienne, Univ Lyon, CNRS, Hubert Curien Lab UMR 5516, Saint-\u00c9tienne, France","TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UJM-Saint-Etienne, Univ Lyon, CNRS, Hubert Curien Lab UMR 5516, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210085887"]},{"raw_affiliation_string":"TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071505335","display_name":"Beno\u00eet Favre","orcid":"https://orcid.org/0000-0002-9777-4613"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Favre","raw_affiliation_strings":["Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","institution_ids":["https://openalex.org/I143002897","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028541034","display_name":"Alexis Nasr","orcid":"https://orcid.org/0000-0001-7573-3282"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexis Nasr","raw_affiliation_strings":["Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","institution_ids":["https://openalex.org/I143002897","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110498175","display_name":"Fr\u00e9d\u00e9ric B\u00e9chet","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frederic Bechet","raw_affiliation_strings":["Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix-Marseille Universit\u00e9, Universit\u00e9 de Toulon, CNRS, LIS UMR 7020, Marseille, France","institution_ids":["https://openalex.org/I143002897","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TALEP - Traitement Automatique du Langage Ecrit et Parl\u00e9 (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066212734"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I4210114274"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.5874,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69193348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"53","issue":"5","first_page":"3095","last_page":"3121"},"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":0.9995999932289124,"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":0.9991999864578247,"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":0.8916590213775635},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7892971038818359},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.7862024903297424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7331968545913696},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5574969053268433},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4833061695098877},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.45449817180633545},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.4530690014362335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8916590213775635},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7892971038818359},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.7862024903297424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7331968545913696},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5574969053268433},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4833061695098877},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.45449817180633545},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.4530690014362335},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11063-020-10314-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-020-10314-8","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02973244v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02973244","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Processing Letters, 2020, ⟨10.1007/s11063-020-10314-8⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W12902093","https://openalex.org/W81000870","https://openalex.org/W181643614","https://openalex.org/W656355259","https://openalex.org/W1502957213","https://openalex.org/W1536680647","https://openalex.org/W1539312853","https://openalex.org/W1632114991","https://openalex.org/W1861492603","https://openalex.org/W1895577753","https://openalex.org/W1905882502","https://openalex.org/W1931639407","https://openalex.org/W1933349210","https://openalex.org/W2050169401","https://openalex.org/W2052449326","https://openalex.org/W2053463056","https://openalex.org/W2068676460","https://openalex.org/W2073022807","https://openalex.org/W2081580037","https://openalex.org/W2088049833","https://openalex.org/W2102605133","https://openalex.org/W2111536437","https://openalex.org/W2116410915","https://openalex.org/W2117539524","https://openalex.org/W2118714046","https://openalex.org/W2124012968","https://openalex.org/W2130130286","https://openalex.org/W2131017383","https://openalex.org/W2145073242","https://openalex.org/W2149847229","https://openalex.org/W2167272088","https://openalex.org/W2185175083","https://openalex.org/W2194775991","https://openalex.org/W2250176460","https://openalex.org/W2250539671","https://openalex.org/W2277195237","https://openalex.org/W2310877709","https://openalex.org/W2328279510","https://openalex.org/W2563399268","https://openalex.org/W2568262903","https://openalex.org/W2570343428","https://openalex.org/W2579343286","https://openalex.org/W2612690371","https://openalex.org/W2727849499","https://openalex.org/W2739181657","https://openalex.org/W2740079198","https://openalex.org/W2740962769","https://openalex.org/W2759709360","https://openalex.org/W2788810331","https://openalex.org/W2798416089","https://openalex.org/W2806729903","https://openalex.org/W2886970679","https://openalex.org/W2914461968","https://openalex.org/W2948139051","https://openalex.org/W2949579048","https://openalex.org/W2962700105","https://openalex.org/W2962996770","https://openalex.org/W2963037989","https://openalex.org/W2963331233","https://openalex.org/W2963393863","https://openalex.org/W2963683498","https://openalex.org/W2964318298","https://openalex.org/W2982147439","https://openalex.org/W2989506311","https://openalex.org/W3010232603","https://openalex.org/W3106150792","https://openalex.org/W4205507527","https://openalex.org/W4229781645","https://openalex.org/W4391156274"],"related_works":["https://openalex.org/W2039546652","https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2012262991","https://openalex.org/W2373794620","https://openalex.org/W2357294589","https://openalex.org/W2386861027","https://openalex.org/W2293063786","https://openalex.org/W2911292476","https://openalex.org/W2018992341"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}