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Showing 1 to 3 of 3 for “"natural logic"”.
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Neuro-symbolic fact verification
… challenge has been instantiated in the field of natural language processing as fact verification, and is typically modelled by systems which extract textual evidence from a knowledge source and reason about a claim’s veracity via neural entailment systems. However, the reasoning processes of …
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Neuro-Symbolic Methods for Natural Language Inference and Question Answering
… to design neural network models to incorporate logic and symbolic operations. Although deep neural network models have achieved state-of-the-art performance on multiple natural language processing benchmarks, those black-box models can hardly provide explanations for their inner mechanisms. They …
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SYMBOLIC AND NEURAL APPROACHES TO NATURAL LANGUAGE INFERENCE
Natural Language Inference (NLI) is the task of predicting whether a hypothesis text is entailed (or can be inferred) from a given premise. For example, given the premise that two dogs are chasing a cat, it follows that some animals are moving, but it does not follow that every animal is sleeping. …