Multi-input Recurrent Independent Mechanisms for leveraging knowledge sources: Case studies on sentiment analysis and health text mining.
Parsa BagherzadehSabine BerglerPublished in: DeeLIO@NAACL-HLT (2021)
Keyphrases
- sentiment analysis
- knowledge sources
- text mining
- case study
- opinion mining
- text classification
- natural language processing
- domain knowledge
- domain specific
- sentiment classification
- semantic interpretation
- text documents
- cultural algorithms
- knowledge based systems
- sentence level
- blackboard architecture
- real world
- information extraction
- knowledge discovery
- expert systems
- multi aspect
- semantic knowledge
- knowledge acquisition
- biomedical literature
- data mining
- knowledge base
- semantic relations
- multiple knowledge sources
- public opinion
- information sources
- topic modeling
- user generated
- product reviews
- data analysis
- document clustering
- information retrieval
- sentiment lexicon
- medical knowledge
- social media content
- latent dirichlet allocation
- named entities
- general purpose
- product features
- online reviews
- artificial intelligence
- sentiment words