76 citations · 106 across the 17 of their papers we have counts for
3 papers · 1 filter
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification
Jindřich Libovický, Jindřich Helcl
Autoregressive decoding is the only part of sequence-to-sequence models that prevents them from massive parallelization at inference time. Non-autoregressive models enable the deco…
Input Combination Strategies for Multi-Source Transformer Decoder
Jindřich Libovický, Jindřich Helcl, David Mareček
In multi-source sequence-to-sequence tasks, the attention mechanism can be modeled in several ways. This topic has been thoroughly studied on recurrent architectures. In this paper…
CUNI System for the WMT18 Multimodal Translation Task
Jindřich Helcl, Jindřich Libovický, Dušan Variš
We present our submission to the WMT18 Multimodal Translation Task. The main feature of our submission is applying a self-attentive network instead of a recurrent neural network. W…