Comparing Named-Entity Recognizers in a Targeted Domain: Handcrafted Rules vs Machine Learning.
Ioannis PartalasCédric LopezFrédérique SegondPublished in: JEP-TALN-RECITAL (Posters) (2016)
Keyphrases
- named entities
- machine learning
- information extraction
- natural language processing
- text mining
- named entity recognition
- genia corpus
- named entity extraction
- relation extraction
- maximum entropy model
- co occurrence
- question answering
- domain specific
- unsupervised learning
- artificial intelligence
- computer vision
- decision trees
- noun phrases
- learning algorithm
- annotated corpus
- linguistic features
- weakly supervised
- pattern recognition
- proper names
- association rules
- feature selection
- model selection
- reinforcement learning
- knowledge discovery
- feature space
- knowledge acquisition