Accelerating Scientific Discovery Using Domain Adaptive Language Modeling

Scientific corpora, such as papers and patents, are great source of information. Incorporating this information into scientific discovery pipelines is a great challenge that could reduce the discovery costs and speed-up the process. Motivating by this fact and leveraging the recent advances of the Natural Language Processing (NLP) domain, we provide domain adaptive NLP methods that are able to understand the scientific domain and its specific characteristics and facilitate necessary tasks for the discovery process.

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