Deep Learning for Character-Based Information Extraction.
Yanjun QiSujatha G. DasRonan CollobertJason WestonPublished in: ECIR (2014)
Keyphrases
- deep learning
- information extraction
- machine learning
- unsupervised learning
- weakly supervised
- relation extraction
- text mining
- unsupervised feature learning
- natural language processing
- named entities
- information retrieval
- conditional random fields
- named entity recognition
- restricted boltzmann machine
- deep architectures
- mental models
- supervised learning
- knowledge discovery
- reinforcement learning
- deep belief networks
- learning algorithm