Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales.
Brihi JoshiZiyi LiuSahana RamnathAaron ChanZhewei TongShaoliang NieQifan WangYejin ChoiXiang RenPublished in: ACL (1) (2023)
Keyphrases
- free text
- human behavior
- information extraction
- natural language processing
- structured data
- intelligent machines
- human subjects
- computer assisted assessment
- artificial agents
- human users
- semi structured documents
- human teacher
- semi structured
- plain text
- human intelligence
- text analytics
- human operators
- medical records
- body movements
- clinical guidelines
- human communication
- human human interaction
- human cognition
- artificial intelligence
- knowledge discovery
- expert systems
- data mining
- data sets