{"id":"https://openalex.org/W2898685865","doi":"https://doi.org/10.18653/v1/k18-3015","title":"Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection","display_name":"Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898685865","doi":"https://doi.org/10.18653/v1/k18-3015","mag":"2898685865"},"language":"en","primary_location":{"id":"doi:10.18653/v1/k18-3015","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k18-3015","pdf_url":"https://www.aclweb.org/anthology/K18-3015.pdf","source":{"id":"https://openalex.org/S4306523494","display_name":"Proceedings of the","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.aclweb.org/anthology/K18-3015.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074543563","display_name":"Saeed Najafi","orcid":"https://orcid.org/0000-0002-2519-437X"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Saeed Najafi","raw_affiliation_strings":["Department of Computing Science University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058034795","display_name":"Bradley Hauer","orcid":"https://orcid.org/0000-0002-2715-0223"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bradley Hauer","raw_affiliation_strings":["Department of Computing Science University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089284211","display_name":"Rashed Rubby Riyadh","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rashed Rubby Riyadh","raw_affiliation_strings":["Department of Computing Science University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040605305","display_name":"Leyuan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Leyuan Yu","raw_affiliation_strings":["Department of Computing Science University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008747488","display_name":"Grzegorz Kondrak","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Grzegorz Kondrak","raw_affiliation_strings":["Department of Computing Science University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":0.8449,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8090899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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":0.9994000196456909,"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":0.993399977684021,"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":0.8344922661781311},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6899626851081848},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5542303919792175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5309901833534241},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48812445998191833},{"id":"https://openalex.org/keywords/transduction","display_name":"Transduction (biophysics)","score":0.46606189012527466},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36434677243232727},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32480716705322266},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0998709499835968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8344922661781311},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6899626851081848},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5542303919792175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5309901833534241},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48812445998191833},{"id":"https://openalex.org/C15152581","wikidata":"https://www.wikidata.org/wiki/Q7833966","display_name":"Transduction (biophysics)","level":2,"score":0.46606189012527466},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36434677243232727},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32480716705322266},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0998709499835968},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/k18-3015","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k18-3015","pdf_url":"https://www.aclweb.org/anthology/K18-3015.pdf","source":{"id":"https://openalex.org/S4306523494","display_name":"Proceedings of the","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/k18-3015","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k18-3015","pdf_url":"https://www.aclweb.org/anthology/K18-3015.pdf","source":{"id":"https://openalex.org/S4306523494","display_name":"Proceedings of the","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325651","display_name":"Alberta Innovates","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898685865.pdf","grobid_xml":"https://content.openalex.org/works/W2898685865.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2116410915","https://openalex.org/W2118947254","https://openalex.org/W2160988762","https://openalex.org/W2740213693","https://openalex.org/W2740599975","https://openalex.org/W2807188009","https://openalex.org/W2885158679","https://openalex.org/W2952332047","https://openalex.org/W2963635689","https://openalex.org/W2963723504","https://openalex.org/W3012316441"],"related_works":["https://openalex.org/W2890433954","https://openalex.org/W2053366384","https://openalex.org/W2369434682","https://openalex.org/W4246428841","https://openalex.org/W1981686597","https://openalex.org/W2966233672","https://openalex.org/W2332505650","https://openalex.org/W2030055732","https://openalex.org/W2538234910","https://openalex.org/W4210978881"],"abstract_inverted_index":{"We":[0,21,33],"describe":[1],"our":[2],"systems":[3],"and":[4],"results":[5],"in":[6],"the":[7,12,36,44,53],"type-level":[8],"low-resource":[9],"setting":[10],"of":[11,38,46,59],"CoNLL-SIGMORPHON":[13],"2018":[14],"Shared":[15],"Task":[16],"on":[17,56],"Universal":[18],"Morphological":[19],"Reinflection.":[20],"test":[22],"nonneural":[23],"transduction":[24],"models,":[25],"as":[26,28],"well":[27],"more":[29],"recent":[30],"neural":[31],"methods.":[32,48],"also":[34],"investigate":[35],"effect":[37],"leveraging":[39],"unannotated":[40],"corpora":[41],"to":[42],"improve":[43],"performance":[45],"selected":[47],"Our":[49],"best":[50],"system":[51],"obtains":[52],"highest":[54],"accuracy":[55],"34":[57],"out":[58],"103":[60],"languages.":[61]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}