Active machine learning technique for named entity recognition.
Asif EkbalSriparna SahaDhirendra SinghPublished in: ICACCI (2012)
Keyphrases
- named entity recognition
- information extraction
- machine learning
- natural language processing
- named entities
- conditional random fields
- maximum entropy
- text summarization
- text mining
- semi supervised
- relation extraction
- hand coded
- natural language
- sequence labeling
- annotated corpus
- wordnet
- machine learning methods
- data mining
- support vector machine
- learning algorithm
- decision trees
- probabilistic model
- question answering
- knowledge representation
- chinese named entity recognition
- data sets
- computer vision
- data analysis
- similarity measure
- part of speech
- reinforcement learning
- artificial intelligence
- pairwise
- active learning
- proper names
- text classification