Investigation of Automatic Part-of-Speech Tagging using CRF, HMM and LSTM on Misspelled and Edited Texts.
Farhad AydinovIgbal HuseynovSofiya SayadzadaSamir RustamovPublished in: AICCC (2022)
Keyphrases
- conditional random fields
- hidden markov models
- named entity recognition
- crf model
- graphical models
- artificial intelligence
- pairwise
- probabilistic model
- hidden states
- recurrent neural networks
- random fields
- higher order
- semi automatic
- part of speech
- morphological analysis
- speech recognition
- natural language processing
- bayesian networks
- data sets
- automatic text
- maximum entropy
- fully automatic
- information extraction
- machine learning