In a semantic parsing task using Sequential Neuro-Symbolic AI, the system follows these steps: (1) map a sequence of symbolic tokens to continuous embeddings using methods like word2vec or GloVe, (2) process these embeddings through a neural network to learn compositional patterns or transformations, and (3) decode the processed information back into a structured logical form, such as knowledge-graph triples.

Authors

• Person: Not available Organization: arXiv
  Unlocking the Potential of Generative AI through Neuro-Symbolic ...

Sources

• Unlocking the Potential of Generative AI through Neuro-Symbolic ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Neuro-symbolic artificial intelligence concept
• artificial neural networks concept
• Semantic Parsing concept