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Showing 1 to 2 of 2 for “"Neuro-Symbolic Method"”.

  1. Neuro-Symbolic Methods for Natural Language Inference and Question Answering

    … 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 still …

    queens Repository record for Neuro-Symbolic Methods for Natural Language Inference and Question Answering (opens in a new tab)

  2. Language models for verifiable mathematical automation: Interaction, integration, and autoformalization

    … we construct Draft, Sketch, and Prove, a methodology that uses language models to translate informal proofs into formal proof sketches, and then calls automated theorem provers to fill in the gaps. This neuro-symbolic method can empower the informal proofs with rigour by effectively …

    cambridge Repository record for Language models for verifiable mathematical automation: Interaction, integration, and autoformalization (opens in a new tab)