Neural Natural Language Generation (NLG) Algorithm

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A Neural Natural Language Generation (NLG) Algorithm is a NLG algorithm that is a neural NLP algorithm.



References

2020

2019

  • https://blog.usejournal.com/generating-natural-language-text-with-neural-networks-e983bb48caad
    • QUOTE: ... the field of AI has recently developed a method that can both encode representations of our world to a space of meanings (proto-read) and can transcribe points in that meaning space into language (proto-write). The method uses neural networks, so we call it neural text generation.

      The figure above depicts neural text generation. The world state is a representation, such as an image or written sentence. The encoder is a neural network that maps the representation into a meaning space. This meaning space is a space of vectors, like the popular word vectors. These vectors are long sequences of numbers, and the space is like the familiar two-dimensional space with x and y coordinates, with the exception that there are hundreds of coordinates instead of just two. The decoders are neural networks, and there can be multiple decoders, each capable of writing a version of the meaning in a particular language or style. ...