{"id":"https://openalex.org/W2963997453","doi":"https://doi.org/10.18653/v1/w17-4118","title":"A General-Purpose Tagger with Convolutional Neural Networks","display_name":"A General-Purpose Tagger with Convolutional Neural Networks","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2963997453","doi":"https://doi.org/10.18653/v1/w17-4118","mag":"2963997453"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-4118","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4118","pdf_url":"https://www.aclweb.org/anthology/W17-4118.pdf","source":null,"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 First Workshop on Subword and Character Level Models in NLP","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-4118.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101426810","display_name":"Xiang Yu","orcid":"https://orcid.org/0000-0001-9431-5131"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]},{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiang Yu","raw_affiliation_strings":["Institut fr Maschinelle Sprachverarbeitung Universitt Stuttgart","Institut f\u00fcr Maschinelle Sprachverarbeitung Universit\u00e4t Stuttgart"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut fr Maschinelle Sprachverarbeitung Universitt Stuttgart","institution_ids":["https://openalex.org/I4210088543"]},{"raw_affiliation_string":"Institut f\u00fcr Maschinelle Sprachverarbeitung Universit\u00e4t Stuttgart","institution_ids":["https://openalex.org/I100066346","https://openalex.org/I4210088543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037220308","display_name":"Agnieszka Fale\u0144ska","orcid":"https://orcid.org/0009-0008-3003-9658"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]},{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Agnieszka Falenska","raw_affiliation_strings":["Institut fr Maschinelle Sprachverarbeitung Universitt Stuttgart","Institut f\u00fcr Maschinelle Sprachverarbeitung Universit\u00e4t Stuttgart"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut fr Maschinelle Sprachverarbeitung Universitt Stuttgart","institution_ids":["https://openalex.org/I4210088543"]},{"raw_affiliation_string":"Institut f\u00fcr Maschinelle Sprachverarbeitung Universit\u00e4t Stuttgart","institution_ids":["https://openalex.org/I100066346","https://openalex.org/I4210088543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020700841","display_name":"Ngoc Thang Vu","orcid":"https://orcid.org/0000-0001-7893-9147"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]},{"id":"https://openalex.org/I4210088543","display_name":"Institut f\u00fcr Informationsverarbeitung","ror":"https://ror.org/0047j9t38","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210088543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ngoc Thang Vu","raw_affiliation_strings":["Institut fr Maschinelle Sprachverarbeitung Universitt Stuttgart","Institut f\u00fcr Maschinelle Sprachverarbeitung Universit\u00e4t Stuttgart"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut fr Maschinelle Sprachverarbeitung Universitt Stuttgart","institution_ids":["https://openalex.org/I4210088543"]},{"raw_affiliation_string":"Institut f\u00fcr Maschinelle Sprachverarbeitung Universit\u00e4t Stuttgart","institution_ids":["https://openalex.org/I100066346","https://openalex.org/I4210088543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3512,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92446625,"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":"124","last_page":"129"},"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":0.9998999834060669,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.991100013256073,"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":0.8872499465942383},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7891348600387573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7112573981285095},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.612684965133667},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5971633195877075},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.575976550579071},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5748334527015686},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5099221467971802},{"id":"https://openalex.org/keywords/part-of-speech","display_name":"Part of speech","score":0.4587633013725281},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42135488986968994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3756163418292999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8872499465942383},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7891348600387573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7112573981285095},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.612684965133667},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5971633195877075},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.575976550579071},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5748334527015686},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5099221467971802},{"id":"https://openalex.org/C123406163","wikidata":"https://www.wikidata.org/wiki/Q82042","display_name":"Part of speech","level":2,"score":0.4587633013725281},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42135488986968994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3756163418292999},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w17-4118","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4118","pdf_url":"https://www.aclweb.org/anthology/W17-4118.pdf","source":null,"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 First Workshop on Subword and Character Level Models in NLP","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-4118","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-4118","pdf_url":"https://www.aclweb.org/anthology/W17-4118.pdf","source":null,"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 First Workshop on Subword and Character Level Models in NLP","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G3344510221","display_name":null,"funder_award_id":"SFB732","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963997453.pdf","grobid_xml":"https://content.openalex.org/works/W2963997453.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1632114991","https://openalex.org/W1860935423","https://openalex.org/W1899794420","https://openalex.org/W1938755728","https://openalex.org/W2005505724","https://openalex.org/W2008652694","https://openalex.org/W2101609803","https://openalex.org/W2117093238","https://openalex.org/W2143995218","https://openalex.org/W2158899491","https://openalex.org/W2168311555","https://openalex.org/W2250471514","https://openalex.org/W2250932676","https://openalex.org/W2613904329","https://openalex.org/W2951559648","https://openalex.org/W2952230511","https://openalex.org/W2962732637","https://openalex.org/W2962785888","https://openalex.org/W2963296402","https://openalex.org/W2963682821","https://openalex.org/W2964090065","https://openalex.org/W2964265128","https://openalex.org/W4253393904"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2349784553","https://openalex.org/W3022596247","https://openalex.org/W2601444686","https://openalex.org/W4307058054","https://openalex.org/W4292238148","https://openalex.org/W4323660495","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2385319785"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2],"general-purpose":[3],"tagger":[4,23,48],"based":[5],"on":[6,59],"convolutional":[7],"neural":[8],"networks":[9],"(CNN),":[10],"used":[11],"for":[12],"both":[13],"composing":[14],"word":[15],"vectors":[16],"and":[17,44],"encoding":[18],"context":[19],"information.":[20],"The":[21,46],"CNN":[22,47],"is":[24,49],"robust":[25,51],"across":[26],"different":[27],"tagging":[28,43],"tasks:":[29],"without":[30],"task-specific":[31],"tuning":[32],"of":[33],"hyper-parameters,":[34],"it":[35,56],"achieves":[36],"state-of-theart":[37],"results":[38],"in":[39],"part-of-speech":[40],"tagging,":[41],"morphological":[42],"supertagging.":[45],"also":[50],"against":[52],"the":[53],"outof-vocabulary":[54],"problem;":[55],"performs":[57],"well":[58],"artificially":[60],"unnormalized":[61],"texts.":[62]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}