Beam Search Decoding

We propose an improved beam search decoding algorithm with constrained softmax operations for neural machine translation (NMT). NMT is a newly emerging approach to predict the best translation by building …...

We present an approach to speech recogni- tion that uses only a neural network to map acoustic input to characters, a character-level language model, and a beam search decoding procedure. …...

AbstractText generation often involves producing coherent and grammatically correct texts that also satisfy a given set of semantic constraints. While most approaches for conditional text generation have primarily focused on …...