UNIT III – Reinforcement Learning and Natural Language Processing
Natural Language Processing
NLP-Communication
Grammar
Language Models
Advantages of Language Model
The bag-of-words model
N-gram word models
Other n-gram models
character-level model
skip-gram model
Smoothing n-gram models
Out-of-vocabulary Word
Backoff model
Linear interpolation smoothing
Word representations
Dictionary
Part-of-speech (POS) tagging
PoS tag for Penn Treebank
HMM POS tagging

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