Dialect Identification
32 papers with code • 0 benchmarks • 3 datasets
Dialectal Arabic Identification
Benchmarks
These leaderboards are used to track progress in Dialect Identification
ArSarcasm-v2
Most implemented papers
North Sámi Dialect Identification with Self-supervised Speech Models
The North S\'{a}mi (NS) language encapsulates four primary dialectal variants that are related but that also have differences in their phonology, morphology, and vocabulary.
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules
salt-nlp/dada
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We show that DADA is effective for both single task and instruction finetuned language models, offering an extensible and interpretable framework for adapting existing LLMs to different English dialects.
RoDia: A New Dataset for Romanian Dialect Identification from Speech
We introduce RoDia, the first dataset for Romanian dialect identification from speech.
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification
amr-keleg/adi-under-scrutiny
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Automatic Arabic Dialect Identification (ADI) of text has gained great popularity since it was introduced in the early 2010s.
ALDi: Quantifying the Arabic Level of Dialectness of Text
Transcribed speech and user-generated text in Arabic typically contain a mixture of Modern Standard Arabic (MSA), the standardized language taught in schools, and Dialectal Arabic (DA), used in daily communications.
ArTST: Arabic Text and Speech Transformer
mbzuai-nlp/artst
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We present ArTST, a pre-trained Arabic text and speech transformer for supporting open-source speech technologies for the Arabic language.
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data
Named Entity Recognition (NER) is a fundamental task to extract key information from texts, but annotated resources are scarce for dialects.
