Search Results for author: Ibrahim Burak Ozyurt

Found 3 papers, 2 papers with code

On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining

no code implementations EMNLP (sdp) 2020 Ibrahim Burak Ozyurt

However, due to their large model size and resulting increased computational need, practical application of models such as BERT is challenging making smaller models with comparable performance desirable for real word applications.

Domain Adaptation named-entity-recognition +4

Antibody Watch: Text Mining Antibody Specificity from the Literature

1 code implementation5 Aug 2020 Chun-Nan Hsu, Chia-Hui Chang, Thamolwan Poopradubsil, Amanda Lo, Karen A. William, Ko-Wei Lin, Anita Bandrowski, Ibrahim Burak Ozyurt, Jeffrey S. Grethe, Maryann E. Martone

Given an input article, the first task is to identify snippets about antibody specificity and classify if the snippets report that any antibody exhibits non-specificity, and thus is problematic.

Specificity

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