Semantic role labeling with Boosting, SVMs, Maximum Entropy, SNOW, and Decision Lists.
Grace NgaiDekai WuMarine CarpuatChi-Shing WangChi-Yung WangPublished in: SENSEVAL@ACL (2004)
Keyphrases
- maximum entropy
- semantic role labeling
- decision lists
- named entity recognition
- support vector
- feature selection
- decision trees
- concept classes
- relation extraction
- dependency parsing
- cost sensitive
- multi class
- semantic roles
- sample complexity
- rule sets
- boosting algorithms
- machine learning
- learning algorithm
- kernel function
- feature space
- word sense disambiguation
- knn
- support vector machine
- conditional random fields
- training data
- training set
- hyperplane
- inductive logic programming
- noise tolerant
- em algorithm
- semi supervised
- learning theory
- feature vectors
- unsupervised learning
- bayesian networks
- kernel methods