{"id":"https://openalex.org/W2944956301","doi":"https://doi.org/10.3233/jifs-179039","title":"Low-resource neural character-based noisy text normalization","display_name":"Low-resource neural character-based noisy text normalization","publication_year":2019,"publication_date":"2019-05-14","ids":{"openalex":"https://openalex.org/W2944956301","doi":"https://doi.org/10.3233/jifs-179039","mag":"2944956301"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179039","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179039","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5048083543","display_name":"Manuel Mager","orcid":null},"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"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Manuel Mager","raw_affiliation_strings":["Institute for Natural Language Processing, University of Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Natural Language Processing, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063401416","display_name":"M\u00f3nica Jasso Rosales","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"M\u00f3nica Jasso Rosales","raw_affiliation_strings":["Facultad de Filosof\u00eda y Letras, Universidad Nacional Aut\u00f3noma de M\u00e9xico","Instituto de Ingenier\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Filosof\u00eda y Letras, Universidad Nacional Aut\u00f3noma de M\u00e9xico","institution_ids":["https://openalex.org/I8961855"]},{"raw_affiliation_string":"Instituto de Ingenier\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051340560","display_name":"\u00d6zlem \u00c7etino\u011flu","orcid":"https://orcid.org/0000-0001-6100-4839"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"\u00d6zlem \u00c7etino\u011flu","raw_affiliation_strings":["Institute for Natural Language Processing, University of Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Natural Language Processing, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083331228","display_name":"Iv\u00e1n Meza","orcid":"https://orcid.org/0000-0002-7239-1480"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ivan Meza","raw_affiliation_strings":["Instituto de Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas, Universidad Nacional Aut\u00f3noma de M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas, Universidad Nacional Aut\u00f3noma de M\u00e9xico","institution_ids":["https://openalex.org/I8961855"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048083543"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.5803,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75116161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":"5","first_page":"4921","last_page":"4929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","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/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9926000237464905,"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/normalization","display_name":"Normalization (sociology)","score":0.8550254106521606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8304440379142761},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.7931815385818481},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7160730361938477},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6323883533477783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6289405822753906},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4543629288673401},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3399279713630676}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.8550254106521606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8304440379142761},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.7931815385818481},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7160730361938477},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6323883533477783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6289405822753906},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4543629288673401},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3399279713630676},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179039","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179039","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320337182","display_name":"Instituto de Ingenier\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W159246177","https://openalex.org/W1868971014","https://openalex.org/W1887786044","https://openalex.org/W2005613933","https://openalex.org/W2006969979","https://openalex.org/W2124807415","https://openalex.org/W2146867136","https://openalex.org/W2147880316","https://openalex.org/W2156985047","https://openalex.org/W2161192091","https://openalex.org/W2163942301","https://openalex.org/W2172112754","https://openalex.org/W2172140247","https://openalex.org/W2250423567","https://openalex.org/W2250729567","https://openalex.org/W2250759104","https://openalex.org/W2250863007","https://openalex.org/W2251572045","https://openalex.org/W2585253991","https://openalex.org/W2624926655","https://openalex.org/W2735393842","https://openalex.org/W2760845412","https://openalex.org/W2807535859","https://openalex.org/W2807629868","https://openalex.org/W2886785649","https://openalex.org/W2955750298","https://openalex.org/W2963014409","https://openalex.org/W2963706742","https://openalex.org/W2963715460","https://openalex.org/W2963805136","https://openalex.org/W2964090065","https://openalex.org/W2964199361","https://openalex.org/W2964308564","https://openalex.org/W3105899356","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2953716828","https://openalex.org/W2904857019","https://openalex.org/W2944728705","https://openalex.org/W3011538607","https://openalex.org/W2904022177","https://openalex.org/W2591697403","https://openalex.org/W4321441197","https://openalex.org/W2359348847","https://openalex.org/W4294432981","https://openalex.org/W1619002"],"abstract_inverted_index":{"User":[0],"generated":[1],"data":[2],"in":[3,10,23],"social":[4],"networks":[5],"is":[6,39],"often":[7],"not":[8],"written":[9],"its":[11],"standard":[12],"form.":[13],"This":[14,95],"kind":[15,36],"of":[16,34,37,57,97],"text":[17,64,83,112],"can":[18,27],"lead":[19,28],"to":[20,29,62,81,93],"large":[21],"dispersion":[22],"the":[24,55,58,75,82,88,100],"datasets":[25],"and":[26,107],"inconsistent":[30],"data.":[31],"Therefore,":[32],"normalization":[33,84],"such":[35],"texts":[38],"a":[40],"crucial":[41],"preprocessing":[42],"step":[43],"for":[44,74,110],"common":[45],"Natural":[46],"Language":[47],"Processing":[48],"tools.":[49],"In":[50],"this":[51],"paper":[52],"we":[53],"explore":[54],"state-of-the-art":[56],"machine":[59,104],"translation":[60,105],"approach":[61],"normalize":[63],"under":[65],"low-resource":[66,111],"conditions.":[67],"We":[68],"also":[69],"propose":[70],"an":[71],"auxiliary":[72],"task":[73],"sequence-to-sequence":[76],"(seq2seq)":[77],"neural":[78,108],"architecture":[79],"novel":[80],"task,":[85],"that":[86],"improves":[87],"base":[89],"seq2seq":[90],"model":[91],"up":[92],"5%.":[94],"increase":[96],"performance":[98],"closes":[99],"gap":[101],"between":[102],"statistical":[103],"approaches":[106],"ones":[109],"normalization.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}