Are Modern Deep Learning Models for Sentiment Analysis Brittleƒ An Examination on Part-of-Speech.
Ahoud AlhazmiWei Emma ZhangQuan Z. ShengAbdulwahab AljubairyPublished in: IJCNN (2020)
Keyphrases
- learning models
- sentiment analysis
- part of speech
- natural language processing
- machine learning
- n gram
- text classification
- sentiment classification
- machine learning algorithms
- semi supervised learning
- learning tasks
- word sense disambiguation
- conditional random fields
- information extraction
- learning problems
- loss function
- text mining
- text documents
- learning algorithm
- sentence level
- natural language
- wordnet
- data mining
- language model
- tf idf
- machine translation
- labeled data
- classification models
- data analysis