The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing.
Ji XinRaphael TangYaoliang YuJimmy LinPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- natural language processing
- prediction error
- general loss functions
- information extraction
- prediction accuracy
- machine learning
- error rate
- wordnet
- least squares
- text mining
- expert systems
- natural language
- prediction model
- named entity recognition
- image sequences
- computational linguistics
- semantic relations
- extreme values
- root mean square error
- prediction algorithm
- text processing
- predictive model
- computational biology
- word sense disambiguation
- pairwise
- information retrieval