Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks.
Gor ArakelyanKaren HambardzumyanHrant KhachatrianPublished in: CoNLL Shared Task (2) (2018)
Keyphrases
- recurrent neural networks
- neural network
- morphological analysis
- natural language processing
- chinese word segmentation
- recurrent networks
- artificial neural networks
- hidden layer
- feed forward
- complex valued
- reservoir computing
- part of speech
- long short term memory
- echo state networks
- feedforward neural networks
- genetic algorithm
- named entity recognition
- neural model
- noun phrases
- cascade correlation
- pos tagging
- hebbian learning
- syntactic parsing
- nonlinear dynamic systems
- dependency parsing
- natural language