Reasoning in Transformers - Mitigating Spurious Correlations and Reasoning Shortcuts.
Daniel EnströmViktor KjellbergMoa JohanssonPublished in: CoRR (2024)
Keyphrases
- reasoning process
- reasoning mechanism
- knowledge base
- qualitative reasoning
- neural network
- reasoning tasks
- automated reasoning
- spatial reasoning
- meta level
- inference engine
- knowledge representation
- search algorithm
- production rules
- multiscale
- reasoning systems
- knowledge processing
- model based reasoning
- resource bounded
- data sets
- proof theory
- logical reasoning
- deductive reasoning