Accelerating BERT Inference for Sequence Labeling via Early-Exit.

Xiaonan Li Yunfan Shao Tianxiang Sun Hang Yan Xipeng Qiu Xuanjing Huang

Published in: CoRR (2021)

Keyphrases

sequence labeling
structured prediction
conditional random fields
crf model
dependency parsing
named entity recognition

hedge detection
maximum margin
random fields
latent variables
efficient learning
probabilistic inference

discriminative learning
belief networks
artificial intelligence
bayesian networks
maximum entropy
markov networks

markov models
named entities
natural language processing
information extraction
probabilistic model
similarity measure