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Spoken language understanding (slot and intent detection) for Norwegian and other dialects

The task commonly referred to as spoken language understanding (SLU), or less misleadingly slot and intent detection (SID), consists in annotating prompts given to a digital assistant like Siri or Alexa. For example, the prompt "Set an alarm for 9am tomorrow" has the intent "add_alarm" and the date/time slot "9am tomorrow". The xSID dataset contains test data for a dozen languages and non-standard varieties like South Tyrolean German and Neapolitan. We are currently recruiting annotators to translate this dataset to a range of Norwegian dialects.

With your thesis, you could (a) contribute to these annotation efforts and (b) evaluate the cross-lingual transfer capabilities of various SID systems.

https://aclanthology.org/2021.naacl-main.197/
https://aclanthology.org/2023.vardial-1.25/
https://bitbucket.org/robvanderg/xsid/src/master/

https://arxiv.org/pdf/2204.08582.pdf

Publisert 6. okt. 2023 10:33 - Sist endret 7. nov. 2023 11:22

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