Markov Logic Networks for Text Mining: A Qualitative and Empirical Comparison with Integer Linear Programming.
Luis Gerardo MojicaVincent NgPublished in: LREC (2016)
Keyphrases
- integer linear programming
- text mining
- markov logic networks
- column generation
- probabilistic reasoning
- structure learning
- natural language processing
- markov networks
- machine learning
- global constraints
- transfer learning
- document classification
- first order logic
- graphical models
- bayesian networks
- linear programming
- information extraction
- probabilistic graphical models
- artificial intelligence
- data mining