REV: Information-Theoretic Evaluation of Free-Text Rationales.
Hanjie ChenFaeze BrahmanXiang RenYangfeng JiYejin ChoiSwabha SwayamdiptaPublished in: ACL (1) (2023)
Keyphrases
- information theoretic
- free text
- information theory
- mutual information
- information extraction
- theoretic framework
- natural language processing
- structured data
- semi structured
- semi structured documents
- kullback leibler divergence
- computer assisted assessment
- jensen shannon divergence
- information bottleneck
- minimum description length
- log likelihood
- relative entropy
- information theoretic measures
- multi modality
- medical records
- clinical guidelines
- entropy measure
- artificial intelligence
- data sets
- statistical analysis
- relational databases
- feature selection
- jensen shannon