Scalable Statistical Relational Learning for NLP.
William Yang WangWilliam W. CohenPublished in: HLT-NAACL Tutorials (2016)
Keyphrases
- statistical relational learning
- relational learning
- relational data
- inductive logic programming
- probabilistic logic
- natural language processing
- markov logic networks
- graphical models
- information extraction
- bayesian networks
- probabilistic reasoning
- natural language
- social network analysis
- collective classification
- multi relational
- structure learning
- relational databases
- probabilistic graphical models
- learning algorithm
- database
- wordnet
- maximum entropy
- programming language
- probabilistic model
- social networks
- machine learning