Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks.
Emily JamisonIryna GurevychPublished in: EMNLP (2015)
Keyphrases
- natural language
- machine learning
- metadata
- natural language interface
- noise reduction
- noisy data
- random noise
- noise model
- noise level
- semantic annotation
- knowledge representation
- active learning
- missing data
- neural network
- signal to noise ratio
- natural language generation
- user preferences
- language processing
- additive noise
- mobile robot
- semantic interpretation
- multiscale
- noise sensitivity