Chenxiang Xu

Improving NER in Social Media via Entity Type-Compatible Unknown Word Substitution

Named entity recognition (NER) is a fundamental task for information extraction (IE), and current state-of-the-art methods try to address this issue and achieve high performance on clean text (e.g., newswire genres). However, most of these algorithms do not generalize well when they transit to the n…