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Manually annotated corpora are critical for the training and evaluation of automated methods to identify concepts in biomedical text. Results: This paper presents the concept annotations of the Colorado Richly Annotated Full-Text (CRAFT) Corpus, a collection of 97 full-length, open-access biomedical journal articles that have been annotated both semantically and syntactically to serve as a research resource for the biomedical natural-language-processing (NLP) community. CRAFT identifies alldoi:10.1186/1471-2105-13-161 pmid:22776079 pmcid:PMC3476437 fatcat:kuulhujx4ratnkoywafxggkhmi