Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge.
Ian PoradaAlessandro SordoniJackie Chi Kit CheungPublished in: NAACL-HLT (2022)
Keyphrases
- language model
- commonsense knowledge
- language modeling
- probabilistic model
- document retrieval
- language modelling
- n gram
- commonsense reasoning
- query expansion
- test collection
- information gathering
- information retrieval
- retrieval model
- speech recognition
- statistical language models
- smoothing methods
- language models for information retrieval
- language understanding
- bayesian networks
- automated reasoning
- relevance model
- probabilistic inference
- document ranking
- knowledge representation
- information retrieval systems
- active learning