RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners.
Soumya SanyalZeyi LiaoXiang RenPublished in: EMNLP (2022)
Keyphrases
- expert systems
- diagnostic reasoning
- real world
- object oriented
- reasoning systems
- decision making
- explanation based learning
- data sets
- high robustness
- probabilistic logic
- medical diagnosis
- computer aided
- computational efficiency
- image analysis
- real time
- comparative analysis
- digital images
- learning algorithm
- genetic algorithm
- cancer detection
- diagnostic tests
- abductive inference