PGSG at SemEval-2020 Task 12: BERT-LSTM with Tweets' Pretrained Model and Noisy Student Training Method.
Bao-Tran Pham-HongSetu ChokshiPublished in: SemEval@COLING (2020)
Keyphrases
- cost function
- probabilistic model
- mathematical model
- statistical model
- objective function
- prediction model
- em algorithm
- linear model
- regression analysis
- reconstruction method
- theoretical analysis
- input data
- evaluation method
- modeling method
- sensitivity analysis
- training process
- bp neural network
- similarity measure
- training procedure
- noisy data
- prior information
- prior knowledge
- parameter estimation
- energy function
- optimization method
- pairwise
- training algorithm
- training samples
- gaussian distribution
- classification method
- segmentation method
- neural network model
- student model
- information extraction
- social media
- test data
- statistical methods
- feed forward neural networks
- training set