Entity Linking

Named Entity Disambiguation for Noisy Text (Eshel et al., CoNLL 2017)

The WikiLinks dataset of text mentions that are hyperlinked to wikipedia articles provides a nice testing space for named entity disambiguation, and a neural network using attention over local context does reasonably well.