Shyamasree Saha on Muck Rack

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Articles

Lit-OTAR Framework for Extracting Biological Evidences from Literature

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By Santosh Tirunagari, Shyamasree Saha, Aravind Venkatesan, Daniel Suveges
| biorxiv.org
Abstract The lit-OTAR framework, developed through a collaboration between Europe PMC and Open Targets, leverages deep learning to revolutionise drug discovery by extracting evidence from scientific literature for drug target identification and validation.
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Europe PMC Annotated Full-text Corpus for Gene/Proteins, Diseases and Organisms

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By Xiao Yang, Shyamasree Saha, Aravind Venkatesan, Santosh Tirunagari
| biorxiv.org
New Results doi: https://doi.org/10.1101/2023.02.20.529292 Abstract Named entity recognition (NER) is a widely used text-mining and natural language processing (NLP) sub-task. In recent years, deep learning methods have superseded traditional dictionary, and rule-based NER approaches. A high-quality dataset is essential to take full advantage of the recent deep learning advancements.
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