Parts-of-speech tagging of Nepali texts with Bidirectional LSTM, Conditional Random Fields and HMM.
Ashish PradhanArchit YajnikPublished in: Multim. Tools Appl. (2024)
Keyphrases
- conditional random fields
- hidden markov models
- speech recognition
- speech signal
- automatic speech recognition
- graphical models
- crf model
- sequence labeling
- maximum entropy
- multi stream
- random fields
- information extraction
- pairwise
- probabilistic model
- markov random field
- markov models
- higher order
- sequence classification
- image labeling
- generative model
- hidden states
- superpixels
- automatic speech recognition systems
- named entity recognition
- protein fold recognition
- structured prediction
- natural language
- structured learning
- semi markov
- recurrent neural networks
- undirected graphical models
- data mining
- segmentation method
- markov networks
- energy function
- training data