Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis

Hang Jiang, Yining Hua, Doug Beeferman +1

Social media data such as Twitter messages ("tweets") pose a particular challenge to NLP systems because of their short, noisy, and colloquial nature. Tasks such as Named Entity Re…