Fast and Accurate Sequence Labeling with Approximate Inference Network.
Xinyu WangYong JiangNguyen BachTao WangZhongqiang HuangFei HuangKewei TuPublished in: CoRR (2020)
Keyphrases
- approximate inference
- sequence labeling
- conditional random fields
- structured prediction
- graphical models
- belief propagation
- probabilistic inference
- gaussian process
- message passing
- parameter estimation
- dependency parsing
- bayesian networks
- probabilistic model
- markov networks
- latent variables
- markov random field
- random fields
- maximum entropy
- named entity recognition
- convex optimization
- random variables
- hidden markov models
- pairwise
- feature space