Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and eXtreme Grandient Boosting.
Nils ReimersIryna GurevychPublished in: TAC (2015)
Keyphrases
- coreference resolution
- neural network
- pairwise classification
- feature selection
- classification accuracy
- support vector
- cross document
- machine learning methods
- machine learning
- supervised learning
- text classification
- probabilistic model
- feature space
- feature set
- feature extraction
- image classification
- model selection
- text categorization
- relation extraction
- training set