Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media

no code implementations • WS 2017 • Bill Y. Lin, Frank Xu, Zhiyi Luo, Kenny Zhu

In this paper, we present our multi-channel neural architecture for recognizing emerging named entity in social media messages, which we applied in the Novel and Emerging Named Entity Recognition shared task at the EMNLP 2017 Workshop on Noisy User-generated Text (W-NUT).

named-entity-recognition Named Entity Recognition +1