Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler

1 code implementation • 10 Sep 2023 • Zhijun Chen, Hailong Sun, Wanhao Zhang, Chunyi Xu, Qianren Mao, Pengpeng Chen

In Neural-Hidden-CRF, we can capitalize on the powerful language model BERT or other deep models to provide rich contextual semantic knowledge to the latent ground truth sequence, and use the hidden CRF layer to capture the internal label dependencies.

Language Modelling