NATURAL LANGUAGE PROCESSING MODELS

SYNTHESIS SECTION IDENTIFICATION

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

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.

SYNTHESIS ENTITY RECOGNITION (ELMO)

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

 

MIT, Cambridge, MA, USA

©2020 BY THE SYNTHESIS PROJECT AND THE OLIVETTI GROUP AT MIT.