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Oscar3 is a tool for shallow, chemistry-specific parsing of chemical documents. It identifies (or attempts to identify):

Chemical names: singular nouns, plurals, verbs etc., also formulae and acronyms, some enzymes and reaction names.
Ontology terms: if you can do it by string-matching, you can get OSCAR to do it.
Chemical data: Spectra, melting/boiling point, yield etc. in experimental sections.

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