Finding the Winning Ticket of BERT for Binary Text Classification via Adaptive Layer Truncation before Fine-tuning.
Jing FanXin ZhangSheng ZhangPublished in: CoRR (2021)
Keyphrases
- fine tuning
- text classification
- viable alternative
- fine tune
- bag of words
- feature selection
- text mining
- machine learning
- text categorization
- sentiment analysis
- fine tuned
- service providers
- document classification
- multi label
- database
- n gram
- artificial intelligence
- information retrieval
- databases
- naive bayes
- domain specific
- general purpose
- active learning
- multi layer
- hamming distance
- data cleaning
- learning algorithm
- neural network