I realize most NLP algorithms have multiple steps. (e.g. OCR/speech rec > syntax > semantics > response logic > semantic output > natural language output)
Is there any NN model that can perform multiple steps in NLP at once? For example, a single network which accepts audio input and returns a semantic analysis of the given speech, or a single network which accepts text input and returns natural language output?