Part of Speech Tagging for a Resource Poor Language : Sindhi in Devanagari Script using HMM and CRF.
Bharti NathaniNisheeth JoshiPublished in: ICON (2021)
Keyphrases
- conditional random fields
- hidden markov models
- syntactic parsing
- natural language
- named entity recognition
- pairwise
- crf model
- hidden states
- natural language processing
- programming language
- graphical models
- language learning
- probabilistic model
- maximum entropy
- indian languages
- word recognition
- handwritten words
- script language
- handwritten word recognition
- neural network
- random fields
- superpixels
- parameter learning
- resource allocation
- higher order
- information extraction
- automatic speech recognition
- web resources
- recognition scheme
- language model
- markov random field
- image segmentation