Back to the future: Unsupervised backprop-based decoding for counterfactual and abductive commonsense reasoning

Keyphrases

• Future Context 100%
• Abductor 100%
• Commonsense Reasoning 100%
• Back to the Future 100%
• Nonmonotonic Reasoning 50%
• Decoding Algorithm 50%
• Internal Representation 50%
• Counterfactual Thinking 50%
• Human Evaluation 50%
• Left-to-right 50%
• Backpropagation 50%
• Language Model 50%
• Multiple Contexts 50%
• Human Cognition 50%
• Supervised Methods 50%
• Text Generation 50%
• Infill 50%
• Automatic Evaluation 50%
• Reasoning Tasks 50%
• Abductive Reasoning 50%
• Generative Language Models 50%
• Backward Propagation 50%
• Forward Propagation 50%
• Core Ability 50%
• Output Representations 50%

Computer Science

• Language Modeling 100%
• Commonsense Reasoning 100%
• Backpropagation 50%
• Supervised Method 50%
• Reasoning Task 50%
• Abductive Reasoning 50%
• Right Context 50%
• Decoding Algorithm 50%
• Internal Representation 50%
• Counterfactual Reasoning 50%