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: CoRR (2023)
Keyphrases
- free text
- information extraction
- human subjects
- natural language processing
- structured data
- intelligent machines
- human users
- human teacher
- human intelligence
- semi structured documents
- semi structured
- human behavior
- computer assisted assessment
- body movements
- medical records
- plain text
- artificial agents
- human cognition
- clinical guidelines
- human communication
- database
- human human interaction
- human operators
- keywords
- metadata
- information retrieval
- machine learning
- data sets