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    <abstract>Introducing biomedical informatics (BMI) students to natural language processing (NLP) requires balancing technical depth with practical know-how to address application-focused needs. We developed a set of three activities introducing introductory BMI students to information retrieval with NLP, covering document representation strategies and language models from TF-IDF to BERT. These activities provide students with hands-on experience targeted towards common use cases, and introduce fundamental components of NLP workflows for a wide variety of applications.</abstract>
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    <identifier type="doi">10.18653/v1/2021.teachingnlp-1.16</identifier>
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%0 Conference Proceedings
%T Introducing Information Retrieval for Biomedical Informatics Students
%A Taneja, Sanya
%A Boyce, Richard
%A Reynolds, William
%A Newman-Griffis, Denis
%S Proceedings of the Fifth Workshop on Teaching NLP
%D 2021
%8 June
%I Association for Computational Linguistics
%C Online
%F taneja-etal-2021-introducing
%X Introducing biomedical informatics (BMI) students to natural language processing (NLP) requires balancing technical depth with practical know-how to address application-focused needs. We developed a set of three activities introducing introductory BMI students to information retrieval with NLP, covering document representation strategies and language models from TF-IDF to BERT. These activities provide students with hands-on experience targeted towards common use cases, and introduce fundamental components of NLP workflows for a wide variety of applications.
%R 10.18653/v1/2021.teachingnlp-1.16
%U https://aclanthology.org/2021.teachingnlp-1.16
%U https://doi.org/10.18653/v1/2021.teachingnlp-1.16
%P 96-98

Markdown (Informal)

[Introducing Information Retrieval for Biomedical Informatics Students](https://aclanthology.org/2021.teachingnlp-1.16) (Taneja et al., TeachingNLP 2021)

• Introducing Information Retrieval for Biomedical Informatics Students (Taneja et al., TeachingNLP 2021)

ACL

• Sanya Taneja, Richard Boyce, William Reynolds, and Denis Newman-Griffis. 2021. Introducing Information Retrieval for Biomedical Informatics Students. In Proceedings of the Fifth Workshop on Teaching NLP, pages 96–98, Online. Association for Computational Linguistics.