Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages
Ankan Mullick,
Ishani Mondal,
Sourjyadip Ray
et al.
Abstract:Scarcity of data and technological limitations for resource-poor languages in developing countries like India poses a threat to the development of sophisticated NLU systems for healthcare. To assess the current status of various state-of-the-art language models in healthcare, this paper studies the problem by initially proposing two different Healthcare datasets, Indian Healthcare Query Intent-WebMD and 1mg (IHQID-WebMD and IHQID-1mg) and one real world Indian hospital query data in English and multiple Indic … Show more
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