Accelerating BERT Inference for Sequence Labeling via Early-Exit.
Xiaonan LiYunfan ShaoTianxiang SunHang YanXipeng QiuXuanjing HuangPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- sequence labeling
- structured prediction
- conditional random fields
- crf model
- dependency parsing
- named entity recognition
- maximum margin
- graphical models
- bayesian inference
- markov networks
- efficient learning
- probabilistic inference
- approximate inference
- natural language processing
- latent variables
- random fields
- hidden markov models
- information retrieval
- information extraction
- discriminative learning
- pairwise