The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning.
Ke ShenPublished in: AAAI (2024)
Keyphrases
- language model
- commonsense reasoning
- language modeling
- nonmonotonic reasoning
- n gram
- probabilistic model
- event calculus
- incomplete information
- speech recognition
- information retrieval
- retrieval model
- document retrieval
- knowledge representation
- test collection
- language modelling
- query expansion
- relevance model
- smoothing methods
- statistical language models
- formal theory
- autoepistemic logic
- classical logic
- missing information
- artificial intelligence
- partially ordered
- document ranking
- default theories
- reasoning tasks
- natural language
- language models for information retrieval