Consideration-based Neural Machine Translation with Keras

Consideration-based Neural Machine Translation with Keras

Byflorenc85

Today it isn’t troublesome to seek out pattern code that demonstrates sequence to sequence translation utilizing Keras. Nonetheless, inside the previous few years it has been established that relying on the duty, incorporating an consideration mechanism considerably improves efficiency. Before everything, this was the case for neural machine translation (see (Bahdanau, Cho, and Bengio 2014)…

Consideration-based Picture Captioning with Keras

Consideration-based Picture Captioning with Keras

Byflorenc85

In picture captioning, an algorithm is given a picture and tasked with producing a smart caption. It’s a difficult process for a number of causes, not the least being that it includes a notion of saliency or relevance. That is why current deep studying approaches largely embrace some “consideration” mechanism (generally even a couple of)…