Toward Grammatical Error Detection from Sentence Labels: Zero-shot Sequence Labeling with CNNs and Contextualized Embeddings.
Allen SchmaltzPublished in: CoRR (2019)
Keyphrases
- error detection
- sequence labeling
- conditional random fields
- error correction
- natural language
- dependency parsing
- named entity recognition
- structured prediction
- fault tolerance
- pairwise
- dimensionality reduction
- crf model
- training data
- class labels
- multi label
- graphical models
- approximate inference
- information extraction
- probabilistic model
- hedge detection
- part of speech
- training set