Active Learning for Part-of-Speech Tagging: Accelerating Corpus Annotation.
Eric K. RinggerPeter McClanahanRobbie HaertelGeorge BusbyMarc CarmenJames L. CarrollKevin D. SeppiDeryle LonsdalePublished in: LAW@ACL (2007)
Keyphrases
- active learning
- supervised machine learning
- annotated corpus
- named entity recognition
- noun phrases
- annotation effort
- semi supervised
- pos tagging
- random sampling
- learning algorithm
- machine learning
- learning strategies
- training examples
- natural language processing
- chinese word segmentation
- test set
- training set
- experimental design
- part of speech
- manually annotated
- dependency parsing
- labeled data
- supervised learning
- automatic annotation
- linguistic features
- morphological analysis
- selective sampling
- relevance feedback
- semantic analysis
- cost sensitive
- semantic annotation
- named entities
- metadata
- transfer learning
- semi supervised learning
- syntactic parsing
- active learning strategies