Back Propagation

method ID: backpropagation

Related Papers

Neural Machine Translation with Word Predictions

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractIn the encoder-decoder architecture for neural machine translation (NMT), the hidden states of the recurrent structures in the encoder and decoder carry the crucial information about the sentence. These vectors …...

33114

NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractIn this paper we present a deep-learning model that competed at SemEval-2018 Task 2 “Multilingual Emoji Prediction”. We participated in subtask A, in which we are called to predict the …...

26056

On the Spontaneous Emergence of Discrete and Compositional Signals

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWe propose a general framework to study language emergence through signaling games with neural agents. Using a continuous latent space, we are able to (i) train using backpropagation, (ii) show …...

37568

Generalizing Backpropagation for Gradient-Based Interpretability

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractMany popular feature-attribution methods for interpreting deep neural networks rely on computing the gradients of a model’s output with respect to its inputs. While these methods can indicate which input …...

37965