5 citations · 5 across the 2 of their papers we have counts for
4 papers
Learning When to Commit from Partial Speech for End-to-End Simultaneous Speech Translation
Hieu Hoang, Amittai Axelrod
Simultaneous speech translation must emit useful target text before the source is complete while preserving every committed token. We adapt a full-utterance speech language model u…
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
Haoran Xu, Kenton Murray, Philipp Koehn +3
Large language models (LLMs) have achieved remarkable success across various NLP tasks with a focus on English due to English-centric pre-training and limited multilingual data. In…
Fast Neural Machine Translation Implementation
Hieu Hoang, Tomasz Dwojak, Rihards Krislauks +2
This paper describes the submissions to the efficiency track for GPUs at the Workshop for Neural Machine Translation and Generation by members of the University of Edinburgh, Adam…
Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures
Robert Lim, Kenneth Heafield, Hieu Hoang +2
Neural machine translation (NMT) has been accelerated by deep learning neural networks over statistical-based approaches, due to the plethora and programmability of commodity heter…