Introduces CHALIS benchmark dataset testing language ID on mutually intelligible cousin language pairs and orthographically noisy inputs, with evaluation showing existing systems struggle substantially.
Multimodal Neural Machine Translation: A Survey of the State of the Art
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CHALIS: A Challenge Dataset for Language Identification in Difficult Scenarios
Introduces CHALIS benchmark dataset testing language ID on mutually intelligible cousin language pairs and orthographically noisy inputs, with evaluation showing existing systems struggle substantially.