NATURAL LANGUAGE PROCESSING MODELS

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SYNTHESIS SECTION IDENTIFICATION

Classify paragraphs in a materials science journal article based on the sections such as abstract, introduction, recipe, results, etc.

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SYNTHESIS ENTITY RECOGNITION (FASTTEXT)

Classify words in the synthesis sections of papers into specific parts of a synthesis recipe such as material, operation, amount, condition, number, etc.

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SYNTHESIS ENTITY RECOGNITION (ELMO)

Classify words in the synthesis sections using context-sensitive word embeddings (ELMO)