Arabic Native Language Identification
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Language AcquisitionLanguage IdentificationNative Language IdentificationSimilar Papers 제목 키워드 기반
Cross-corpus Native Language Identification via Statistical Embedding
In this paper, we approach the task of native language identification in a realistic cross-corpus scenario where a model is trained with available data and has to predict the native language from data of a different corp…
Cross-corpusLanguage IdentificationNative Language IdentificationBERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification
Dialect and standard language identification are crucial tasks for many Arabic natural language processing applications. In this paper, we present our deep learning-based system, submitted to the second NADI shared task …
Language IdentificationMulti-Task LearningVocal Pathologies Detection and Mispronounced Phonemes Identification: Case of Arabic Continuous Speech
We propose in this work a novel acoustic phonetic study for Arabic people suffering from language disabilities and non-native learners of Arabic language to classify Arabic continuous speech to pathological or healthy an…
General ClassificationBERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification
Dialect and standard language identification are crucial tasks for many Arabic natural language processing applications. In this paper, we present our deep learning-based system, submitted to the second NADI shared task …
Language IdentificationMulti-Task LearningExploiting Dialect Identification in Automatic Dialectal Text Normalization
Dialectal Arabic is the primary spoken language used by native Arabic speakers in daily communication. The rise of social media platforms has notably expanded its use as a written language. However, Arabic dialects do no…
Dialect IdentificationText Normalization