Kenneth Heafield | DeepAI

DeepAI AI Chat

Featured Co-authors

Rico Sennrich
71 publications
André F. T. Martins
63 publications
Wei-Ning Hsu
59 publications
Colin Raffel
57 publications
Xian Li
56 publications
Mona Diab
54 publications
Roy Schwartz
53 publications
Marta R. Costa-Jussà
52 publications
Noam Slonim
47 publications
Angela Fan
45 publications
Juan Pino
44 publications

∙ 09/16/2023

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca

Foundational large language models (LLMs) can be instruction-tuned to de...

0 Pinzhen Chen, et al. ∙

∙ 06/06/2023

Iterative Translation Refinement with Large Language Models

Large language models have shown surprising performances in understandin...

0 Pinzhen Chen, et al. ∙

∙ 08/31/2022

Efficient Methods for Natural Language Processing: A Survey

Getting the most out of limited resources allows advances in natural lan...

9 Marcos Treviso, et al. ∙

∙ 07/11/2022

No Language Left Behind: Scaling Human-Centered Machine Translation

Driven by the goal of eradicating language barriers on a global scale, m...

9 NLLB team, et al. ∙

∙ 06/01/2022

Exploring Diversity in Back Translation for Low-Resource Machine Translation

Back translation is one of the most widely used methods for improving th...

0 Laurie Burchell, et al. ∙

∙ 10/15/2021

Direct simultaneous speech to speech translation

We present the first direct simultaneous speech-to-speech translation (S...

0 Xutai Ma, et al. ∙

∙ 09/21/2021

TranslateLocally: Blazing-fast translation running on the local CPU

Every day, millions of people sacrifice their privacy and browsing habit...

0 Nikolay Bogoychev, et al. ∙

∙ 06/01/2021

Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation

Is bias amplified when neural machine translation (NMT) models are optim...

5 Adithya Renduchintala, et al. ∙

∙ 12/31/2020

Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation

We explore two types of monolingual data that can be included in knowled...

0 Alham Fikri Aji, et al. ∙

∙ 08/12/2020

Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task

Supervised Chinese word segmentation has been widely approached as seque...

0 Pinzhen Chen, et al. ∙

∙ 08/11/2020

The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020

We present Sockeye 2, a modernized and streamlined version of the Sockey...

0 Tobias Domhan, et al. ∙

∙ 09/13/2019

Neural Machine Translation with 4-Bit Precision and Beyond

Neural Machine Translation (NMT) is resource intensive. We design a quan...

0 Alham Fikri Aji, et al. ∙

∙ 06/08/2019

Making Asynchronous Stochastic Gradient Descent Work for Transformers

Asynchronous stochastic gradient descent (SGD) is attractive from a spee...

0 Alham Fikri Aji, et al. ∙

∙ 08/30/2018

Multi-Source Syntactic Neural Machine Translation

We introduce a novel multi-source technique for incorporating source syn...

0 Anna Currey, et al. ∙

∙ 08/27/2018

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation

In order to extract the best possible performance from asynchronous stoc...

0 Nikolay Bogoychev, et al. ∙

∙ 05/30/2018

Marian: Cost-effective High-Quality Neural Machine Translation in C++

This paper describes the submissions of the "Marian" team to the WNMT 20...

0 Marcin Junczys-Dowmunt, et al. ∙

∙ 05/24/2018

Fast Neural Machine Translation Implementation

This paper describes the submissions to the efficiency track for GPUs by...

0 Hieu Hoang, et al. ∙

∙ 05/05/2018

Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures

Neural machine translation (NMT) has been accelerated by deep learning n...

0 Robert Lim, et al. ∙

∙ 04/16/2018

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task

Previously, neural methods in grammatical error correction (GEC) did not...

0 Marcin Junczys-Dowmunt, et al. ∙

∙ 04/01/2018

Marian: Fast Neural Machine Translation in C++

We present Marian, an efficient and self-contained Neural Machine Transl...

0 Marcin Junczys-Dowmunt, et al. ∙

∙ 08/02/2017

The University of Edinburgh's Neural MT Systems for WMT17

This paper describes the University of Edinburgh's submissions to the WM...

0 Rico Sennrich, et al. ∙

∙ 04/17/2017

Sparse Communication for Distributed Gradient Descent

We make distributed stochastic gradient descent faster by exchanging spa...

0 Alham Fikri Aji, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world