Cristina Garcia Holgado
2022
IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets
Aman Sinha
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Cristina Garcia Holgado
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Marianne Clausel
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Matthieu Constant
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task
Biomedical NER is an active research area today. Despite the availability of state-of-the-art models for standard NER tasks, their performance degrades on biomedical data due to OOV entities and the challenges encountered in specialized domains. We use Flair-NER framework to investigate the effectiveness of various contextual and static embeddings for NER on Spanish tweets, in particular, to capture complex disease mentions.
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