{"id":"https://openalex.org/W7126460603","doi":"https://doi.org/10.18653/v1/2024.findings-eacl.102","title":"Code-Switching and Back-Transliteration Using a Bilingual Model","display_name":"Code-Switching and Back-Transliteration Using a Bilingual Model","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7126460603","doi":"https://doi.org/10.18653/v1/2024.findings-eacl.102"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2024.findings-eacl.102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.102","pdf_url":"https://aclanthology.org/2024.findings-eacl.102.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":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.findings-eacl.102.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025320818","display_name":"Daniel Weisberg Mitelman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Weisberg Mitelman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124645571","display_name":"Nachum Dershowitz","orcid":null},"institutions":[{"id":"https://openalex.org/I287900976","display_name":"Reidman College","ror":"https://ror.org/037s05q15","country_code":"IL","type":"education","lineage":["https://openalex.org/I287900976"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nachum Dershowitz","raw_affiliation_strings":["School of Computer Science Reichman University Blavatnik School of Computer Science Tel Aviv University School of Computer Science Reichman University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Reichman University Blavatnik School of Computer Science Tel Aviv University School of Computer Science Reichman University","institution_ids":["https://openalex.org/I287900976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124480843","display_name":"Kfir Bar","orcid":null},"institutions":[{"id":"https://openalex.org/I287900976","display_name":"Reidman College","ror":"https://ror.org/037s05q15","country_code":"IL","type":"education","lineage":["https://openalex.org/I287900976"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Kfir Bar","raw_affiliation_strings":["School of Computer Science Reichman University Blavatnik School of Computer Science Tel Aviv University School of Computer Science Reichman University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Reichman University Blavatnik School of Computer Science Tel Aviv University School of Computer Science Reichman University","institution_ids":["https://openalex.org/I287900976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76533861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1501","last_page":"1511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10265","display_name":"Multilingual Education and Policy","score":0.46399998664855957,"subfield":{"id":"https://openalex.org/subfields/3310","display_name":"Linguistics and Language"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10265","display_name":"Multilingual Education and Policy","score":0.46399998664855957,"subfield":{"id":"https://openalex.org/subfields/3310","display_name":"Linguistics and Language"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10730","display_name":"Language Development and Disorders","score":0.06780000030994415,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.04170000180602074,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.27709999680519104},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.25940001010894775},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.258899986743927},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.25619998574256897}],"concepts":[{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4943999946117401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43540000915527344},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3610999882221222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35420000553131104},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2524999976158142},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.23690000176429749}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.findings-eacl.102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.102","pdf_url":"https://aclanthology.org/2024.findings-eacl.102.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":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.findings-eacl.102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.102","pdf_url":"https://aclanthology.org/2024.findings-eacl.102.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":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.45241376757621765,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1861717563","display_name":"Migrations of Textual and Scribal Traditions via Large-Scale Computational Analysis of Medieval Manuscripts in Hebrew Script","funder_award_id":"101071829","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7126460603.pdf","grobid_xml":"https://content.openalex.org/works/W7126460603.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"challenges":[1],"of":[2,79,103],"automated":[3],"transliteration":[4],"and":[5,24,33,87,123],"codeswitching-detection":[6],"in":[7,51],"JudeoArabic":[8,21,114],"texts":[9,115],"are":[10,39],"addressed.We":[11],"introduce":[12],"two":[13],"novel":[14],"machinelearning":[15],"models,":[16],"one":[17],"focused":[18],"on":[19,41],"transliterating":[20,89],"into":[22,93],"Arabic,":[23],"another":[25],"aimed":[26],"at":[27],"identifying":[28,84],"nonArabic":[29,85],"words,":[30,86],"predominantly":[31],"Hebrew":[32],"Aramaic.Unlike":[34],"prior":[35,63],"work,":[36],"our":[37,59],"models":[38],"based":[40],"a":[42,48,69,74,109,119],"bilingual":[43],"ArabicHebrew":[44],"language":[45,128],"model,":[46],"providing":[47],"unique":[49],"advantage":[50],"capturing":[52],"shared":[53],"linguistic":[54],"nuances.Evaluation":[55],"results":[56],"show":[57],"that":[58],"mod":[60],"els":[61],"outperform":[62],"solutions":[64],"for":[65,112],"the":[66,90,101,104],"same":[67],"tasks.As":[68],"practical":[70],"contribution,":[71],"we":[72],"present":[73],"com":[75],"prehensive":[76],"pipeline":[77],"capable":[78],"taking":[80],"Judeo":[81],"Arabic":[82,91],"text,":[83],"then":[88],"portions":[92],"Ara":[94],"bic":[95],"script.This":[96],"work":[97],"not":[98],"only":[99],"advances":[100],"state":[102],"art":[105],"but":[106],"also":[107],"offers":[108],"valuable":[110],"toolset":[111],"making":[113],"more":[116,124],"accessible":[117],"to":[118,126],"broader":[120],"Arabicspeaking":[121],"audience":[122],"amenable":[125],"modern":[127],"tools.":[129]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2026-02-02T00:00:00"}