The joint effect of semantic and syntactic word embeddings on sentiment analysis.
Shu ChenGuang ChenWei WangPublished in: IC-NIDC (2016)
Keyphrases
- sentiment analysis
- sentence level
- sentiment lexicon
- natural language
- sentiment classification
- natural language text
- opinion mining
- sentiment words
- syntactic analysis
- text classification
- text mining
- natural language processing
- positive or negative
- multi aspect
- tree kernels
- semantic knowledge
- word pairs
- online reviews
- opinion words
- semantic analysis
- user generated
- semantic similarity
- semantic information
- semantic features
- context dependent
- product reviews
- n gram
- domain specific
- co occurrence
- word alignment
- social media content
- sentiment polarity
- information retrieval
- linguistic knowledge
- relation extraction
- vector space
- text categorization
- information extraction
- feature selection