{"id":"https://openalex.org/W4226137667","doi":"https://doi.org/10.1007/978-3-030-98305-5_10","title":"PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese","display_name":"PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226137667","doi":"https://doi.org/10.1007/978-3-030-98305-5_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-98305-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-98305-5_10","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/A5064188435","display_name":"R. B. Rodrigues","orcid":"https://orcid.org/0000-0001-8776-4529"},"institutions":[{"id":"https://openalex.org/I4210124356","display_name":"Hospital Regional de Presidente Prudente","ror":"https://ror.org/03xzqpb53","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210124356"]},{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael B. M. Rodrigues","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, School of Technology and Sciences, Presidente Prudente, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8776-4529","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, School of Technology and Sciences, Presidente Prudente, Brazil","institution_ids":["https://openalex.org/I4210124356","https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064912238","display_name":"Pedro I. M. Privatto","orcid":"https://orcid.org/0000-0003-0567-4082"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro I. M. Privatto","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0567-4082","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005308502","display_name":"Gustavo Jos\u00e9 de Sousa","orcid":"https://orcid.org/0000-0001-8407-4901"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Jos\u00e9 de Sousa","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8407-4901","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068692906","display_name":"Rafael P. Murari","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael P. Murari","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078890782","display_name":"Luis C. S. Afonso","orcid":"https://orcid.org/0000-0002-5543-3896"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luis C. S. Afonso","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, School of Sciences, Bauru, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5543-3896","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, School of Sciences, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003275797","display_name":"Jo\u00e3o Paulo Papa","orcid":"https://orcid.org/0000-0002-6494-7514"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o P. Papa","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, School of Sciences, Bauru, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-6494-7514","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, School of Sciences, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078511671","display_name":"Daniel Carlos Guimar\u00e3es Pedronette","orcid":"https://orcid.org/0000-0002-2867-4838"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel C. G. Pedronette","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2867-4838","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000520762","display_name":"Ivan Rizzo Guilherme","orcid":"https://orcid.org/0000-0002-3610-3779"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ivan R. Guilherme","raw_affiliation_strings":["UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-3610-3779","affiliations":[{"raw_affiliation_string":"UNESP - S\u00e3o Paulo State University, Institute of Geosciences and Exact Sciences, Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021658876","display_name":"Stephan Ribeiro Perrout","orcid":null},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Stephan R. Perrout","raw_affiliation_strings":["Petr\u00f3leo Brasileiro S.A. - Petrobras, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petr\u00f3leo Brasileiro S.A. - Petrobras, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I32393484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073035534","display_name":"A. F. Riente","orcid":null},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Aliel F. Riente","raw_affiliation_strings":["Centro de Pesquisas da Petr\u00f3leo Brasileiro S.A. - CENPES/Petrobras, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Pesquisas da Petr\u00f3leo Brasileiro S.A. - CENPES/Petrobras, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I32393484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.0931,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94851914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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":0.9991000294685364,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9983000159263611,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.921500027179718,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8025634288787842},{"id":"https://openalex.org/keywords/portuguese","display_name":"Portuguese","score":0.7835792303085327},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.636642336845398},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6303691864013672},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6144773960113525},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6040109395980835},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5930781960487366},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.52106112241745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5099445581436157},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.500643253326416},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.14634954929351807},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10064801573753357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8025634288787842},{"id":"https://openalex.org/C35219183","wikidata":"https://www.wikidata.org/wiki/Q5146","display_name":"Portuguese","level":2,"score":0.7835792303085327},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.636642336845398},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6303691864013672},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6144773960113525},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6040109395980835},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5930781960487366},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.52106112241745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5099445581436157},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.500643253326416},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14634954929351807},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10064801573753357},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-98305-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-98305-5_10","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2898008594","https://openalex.org/W2911489562","https://openalex.org/W2962891531","https://openalex.org/W2970771982","https://openalex.org/W2998425304","https://openalex.org/W3035101152","https://openalex.org/W3101058639","https://openalex.org/W3107366692","https://openalex.org/W3164612777","https://openalex.org/W3174995573","https://openalex.org/W6601211009"],"related_works":["https://openalex.org/W2912615426","https://openalex.org/W1964944391","https://openalex.org/W2104166387","https://openalex.org/W4299785812","https://openalex.org/W4391101703","https://openalex.org/W563704311","https://openalex.org/W4322721676","https://openalex.org/W2625894112","https://openalex.org/W581688671","https://openalex.org/W2406463695"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
