Deep Active Learning for Named Entity Recognition.

Yanyao Shen Hyokun Yun Zachary C. Lipton Yakov Kronrod Animashree Anandkumar

Published in: CoRR (2017)

Keyphrases

named entity recognition
active learning
semi supervised
information extraction
named entities
natural language processing
text summarization
maximum entropy

relation extraction
conditional random fields
labeled data
supervised learning
sequence labeling
hand coded
machine learning
annotated corpus

unsupervised learning
learning algorithm
question answering
training set
decision trees
proper names
maximum likelihood
relevance feedback

pairwise
object recognition
cost sensitive
natural language
image segmentation
computer vision
data mining