Papers by Nam Do
Are Rotten Apples Edible? Challenging Commonsense Inference Ability with Exceptions (2021.findings-acl)
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| Challenge: | Existing studies have shown that pre-trained language models encode commonsense relational knowledge, but they are often insensitive to context, ignoring overt contextual cues such as negations. |
| Approach: | They propose a procedure that exploits generic associations in masked language models to create model-specific entailment schemas. |
| Outcome: | The proposed procedure exploits generic associations in masked language models to create model-specific Winograd-style entailment schemas. |