GROBID-Dictionaries is a module of the Java Library GROBID. It allows the automatic structuring of digitised dictionaries in PDF format into Text Encoding Initiative (TEI) compliant lexical resources. The employed technique is based on Conditionnel Random Fields (CRF) models which enables the extraction of TEI structures through machine learning.