REV: Information-Theoretic Evaluation of Free-Text Rationales.
Hanjie ChenFaeze BrahmanXiang RenYangfeng JiYejin ChoiSwabha SwayamdiptaPublished in: CoRR (2022)
Keyphrases
- information theoretic
- free text
- information theory
- mutual information
- information extraction
- theoretic framework
- structured data
- natural language processing
- semi structured documents
- computer assisted assessment
- information theoretic measures
- semi structured
- information bottleneck
- entropy measure
- jensen shannon divergence
- medical records
- multi modality
- clinical guidelines
- minimum description length
- log likelihood
- relative entropy
- data sets
- gene ontology
- feature selection
- bregman divergences
- kullback leibler divergence
- probability distribution
- pattern recognition