Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification.
Prithviraj SenMarina DanilevskyYunyao LiSiddhartha BrahmaMatthias BoehmLaura ChiticariuRajasekar KrishnamurthyPublished in: EMNLP (1) (2020)
Keyphrases
- inductive logic programming
- relational learning
- background knowledge
- rule learning
- machine learning
- predicate invention
- concept learning
- learning process
- rule learner
- classification accuracy
- learning tasks
- learning algorithm
- multi relational classification
- learning scheme
- first order logic
- logic programs
- supervised learning
- information extraction
- support vector
- decision trees
- statistical relational learning
- stochastic logic programs
- learning problems
- decision rules
- logic programming
- ilp systems
- relational reinforcement learning
- feature selection