Exploring the Efficiency of Batch Active Learning for Human-in-the-Loop Relation Extraction.
Ismini LourentzouDaniel GruhlSteve WelchPublished in: WWW (Companion Volume) (2018)
Keyphrases
- relation extraction
- active learning
- named entities
- information extraction
- batch mode
- automatic extraction
- domain specific
- named entity recognition
- semantic relations
- semantic features
- semi supervised
- tree kernels
- semantic role labeling
- reference resolution
- question answering
- dependency trees
- named entity recognizer
- broad coverage
- machine learning
- relevance feedback
- domain knowledge
- learning process
- wordnet
- co occurrence
- general purpose
- image retrieval
- similarity measure