Condition Random Fields-based Grammatical Error Detection for Chinese as Second Language.
Jui-Feng YehChan-Kun YehKai-Hsiang YuYa-Ting LiWan-Ling TsaiPublished in: NLP-TEA@ACL/IJCNLP (2015)
Keyphrases
- random fields
- error detection
- error correction
- error recovery
- foreign language
- markov random field
- random field models
- fault tolerance
- maximum entropy
- non stationary
- parameter estimation
- data cleansing
- conditional random fields
- error correcting
- computer assisted
- language learning
- native speakers
- pseudo likelihood
- random field model
- fault isolation
- probabilistic model
- computer assisted language learning
- gibbs sampler
- natural language
- fault tolerant
- graphical models
- nonparametric density estimation
- segmentation method
- markov chain
- maximum likelihood
- text classification
- active learning
- data streams