Named Entity Recognition for Partially Annotated Datasets

Michael Strobl, Amine Trabelsi, Osmar Zaiane

The most common Named Entity Recognizers are usually sequence taggers trained on fully annotated corpora, i.e. the class of all words for all entities is known. Partially annotated…