Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought.
James ChuaEdward ReesHunar BatraSamuel R. BowmanJulian MichaelEthan PerezMiles TurpinPublished in: CoRR (2024)
Keyphrases
- consistency checking
- test set
- training process
- training set
- training examples
- automated reasoning
- reasoning systems
- bayesian networks
- knowledge base
- training samples
- training algorithm
- training phase
- probabilistic reasoning
- qualitative reasoning
- computer software
- sample selection bias
- model based reasoning
- database
- decision trees
- decision making
- artificial intelligence