Accelerating BERT Inference for Sequence Labeling via Early-Exit.
Xiaonan LiYunfan ShaoTianxiang SunHang YanXipeng QiuXuanjing HuangPublished 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