{"id":"https://openalex.org/W2070169800","doi":"https://doi.org/10.1109/nlpke.2010.5587841","title":"Combining classifiers for supertagging Arabic texts","display_name":"Combining classifiers for supertagging Arabic texts","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2070169800","doi":"https://doi.org/10.1109/nlpke.2010.5587841","mag":"2070169800"},"language":"en","primary_location":{"id":"doi:10.1109/nlpke.2010.5587841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nlpke.2010.5587841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082553419","display_name":"Chiraz Ben Othmane Zribi","orcid":"https://orcid.org/0000-0002-1846-6015"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Chiraz Ben Othmane Zribi","raw_affiliation_strings":["RIADI-GDL Laboratory, ENSI, La Manouba, Tunisia","RIADI-GDL Lab. ENSI, La Manouba, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI-GDL Laboratory, ENSI, La Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI-GDL Lab. ENSI, La Manouba, Tunisie","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010096899","display_name":"F\u00e9riel Ben Fraj","orcid":"https://orcid.org/0000-0002-4750-3639"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Feriel Ben Fraj","raw_affiliation_strings":["RIADI-GDL Laboratory, ENSI, La Manouba, Tunisia","RIADI-GDL Lab. ENSI, La Manouba, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI-GDL Laboratory, ENSI, La Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI-GDL Lab. ENSI, La Manouba, Tunisie","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101562816","display_name":"Mohamed Ben Ahmed","orcid":"https://orcid.org/0000-0001-6138-5299"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Ben Ahmed","raw_affiliation_strings":["RIADI-GDL Laboratory, ENSI, La Manouba, Tunisia","RIADI-GDL Lab. ENSI, La Manouba, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI-GDL Laboratory, ENSI, La Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI-GDL Lab. ENSI, La Manouba, Tunisie","institution_ids":["https://openalex.org/I83259278"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83259278"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18237475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"90","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9977999925613403,"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":0.9912999868392944,"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":0.7876335382461548},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7274143695831299},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7233672738075256},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.6798841953277588},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5936700105667114},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.5582970976829529},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5484963655471802},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5225690603256226},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5138590335845947},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49988627433776855},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.47820043563842773},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2284265160560608},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.06831091642379761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7876335382461548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7274143695831299},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7233672738075256},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.6798841953277588},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5936700105667114},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5582970976829529},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5484963655471802},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5225690603256226},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5138590335845947},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49988627433776855},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.47820043563842773},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2284265160560608},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.06831091642379761},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nlpke.2010.5587841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nlpke.2010.5587841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W72487590","https://openalex.org/W121755497","https://openalex.org/W181744008","https://openalex.org/W207081239","https://openalex.org/W562001009","https://openalex.org/W1030304353","https://openalex.org/W1528941926","https://openalex.org/W1551773846","https://openalex.org/W1589868330","https://openalex.org/W1626006465","https://openalex.org/W1957504465","https://openalex.org/W1969245183","https://openalex.org/W2026665142","https://openalex.org/W2036458603","https://openalex.org/W2038754641","https://openalex.org/W2074729706","https://openalex.org/W2077007047","https://openalex.org/W2101814446","https://openalex.org/W2117204849","https://openalex.org/W2125055259","https://openalex.org/W2149141985","https://openalex.org/W2153439141","https://openalex.org/W2500384066","https://openalex.org/W2724881567","https://openalex.org/W2951200021","https://openalex.org/W3141491832","https://openalex.org/W6604896968","https://openalex.org/W6607301899","https://openalex.org/W6608445159","https://openalex.org/W6631387317","https://openalex.org/W6632851186","https://openalex.org/W6635066907","https://openalex.org/W6636726941","https://openalex.org/W6641252224","https://openalex.org/W6677286255"],"related_works":["https://openalex.org/W4389954502","https://openalex.org/W2771255398","https://openalex.org/W2930428186","https://openalex.org/W3200027047","https://openalex.org/W4385770464","https://openalex.org/W3125536479","https://openalex.org/W4224262160","https://openalex.org/W3120363735","https://openalex.org/W4214820172","https://openalex.org/W2394323384"],"abstract_inverted_index":{"This":[0],"paper":[1],"deals":[2],"with":[3,7],"supertagging":[4],"Arabic":[5,110],"texts":[6],"ArabTAG":[8],"formalism,":[9],"a":[10,22,40,53,79],"semi-lexicalised":[11],"grammar":[12],"based":[13],"on":[14],"TAG":[15],"and":[16,29,61,75,105],"adapted":[17],"for":[18],"Arabic.":[19],"Supertagging":[20],"is":[21],"very":[23],"useful":[24],"task":[25,42],"because":[26],"it":[27],"reduces":[28],"speeds":[30],"the":[31,96,106],"work":[32],"of":[33,93,99],"parsing.":[34],"We":[35,64],"view":[36],"this":[37],"problem":[38],"as":[39,87],"classification":[41],"where":[43],"elementary":[44],"structures":[45],"supertags":[46],"(classes)":[47],"are":[48],"affected":[49],"to":[50,57,66,109],"words":[51],"in":[52],"given":[54],"sentence":[55],"according":[56],"their":[58],"description":[59],"(morpho-syntactic":[60],"contextual":[62],"information).":[63],"propose":[65],"combine":[67],"three":[68],"classifiers:":[69],"Na\u00efve":[70],"Bayes,":[71],"k-Nearest":[72],"Neighbors":[73],"(k-NN)":[74],"Decision":[76],"tree":[77],"by":[78],"voting":[80],"procedure.":[81],"The":[82],"primary":[83],"results":[84],"were":[85],"satisfactory":[86],"we":[88],"obtained":[89],"an":[90],"accuracy":[91],"rate":[92],"76%":[94],"although":[95],"small":[97],"size":[98],"our":[100],"training":[101],"corpus":[102],"(5,000":[103],"words)":[104],"difficulties":[107],"related":[108],"language":[111],"specificities.":[112]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}