{"id":"https://openalex.org/W2920010328","doi":null,"title":"Universal Language Model Fine-tuning for Patent Classification.","display_name":"Universal Language Model Fine-tuning for Patent Classification.","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2920010328","mag":"2920010328"},"language":"en","primary_location":{"id":"mag:2920010328","doi":null,"is_oa":false,"landing_page_url":"https://www.aclweb.org/anthology/U18-1013.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5029127888","display_name":"Jason Hepburn","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jason Hepburn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5029127888"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4835,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.6886581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.4772999882698059,"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":0.4772999882698059,"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":0.3246999979019165,"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/T10856","display_name":"Intellectual Property and Patents","score":0.08259999752044678,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/patent-classification","display_name":"patent classification","score":0.996999979019165},{"id":"https://openalex.org/keywords/international-patent-classification","display_name":"International Patent Classification","score":0.9070000052452087},{"id":"https://openalex.org/keywords/ulmfit","display_name":"ULMFiT","score":0.8080000281333923},{"id":"https://openalex.org/keywords/language-model-fine-tuning","display_name":"language model fine-tuning","score":0.8840000033378601},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8009999990463257},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.6610000133514404}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7350286245346069},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6594976782798767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6374666094779968},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.5775407552719116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5384521484375},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5184783339500427},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4639795422554016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38834595680236816},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17455193400382996},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2920010328","doi":null,"is_oa":false,"landing_page_url":"https://www.aclweb.org/anthology/U18-1013.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W187991193","https://openalex.org/W2084319893","https://openalex.org/W2399380618","https://openalex.org/W2743945814","https://openalex.org/W2919481465"],"related_works":["https://openalex.org/W2919481465","https://openalex.org/W2899978172","https://openalex.org/W3034156543","https://openalex.org/W1497812196","https://openalex.org/W4409203276","https://openalex.org/W4396661045","https://openalex.org/W2948740140","https://openalex.org/W2084319893","https://openalex.org/W1977754133","https://openalex.org/W4200211261"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,7,48,52],"methods":[4],"used":[5,32],"for":[6],"2018":[8],"ALTA":[9],"Shared":[10],"Task.":[11],"The":[12],"task":[13],"this":[14],"year":[15],"was":[16],"to":[17],"automatically":[18],"classify":[19],"Australian":[20],"patents":[21],"into":[22],"their":[23],"main":[24],"International":[25],"Patent":[26],"Classification":[27],"section.":[28],"Our":[29,45],"final":[30],"submission":[31],"a":[33],"Support":[34],"Vector":[35],"Machine":[36],"(SVM)":[37],"and":[38],"Universal":[39],"Language":[40],"Model":[41],"with":[42],"Fine-tuning":[43],"(ULMFiT).":[44],"system":[46],"achieved":[47],"best":[49],"results":[50],"in":[51],"student":[53],"category.":[54]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2019-03-11T00:00:00"}
