Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction

28 January 2025

Papers citing "Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction"

16 / 16 papers shown

Title
In-Domain African Languages Translation Using LLMs and Multi-armed Bandits Pratik Rakesh Singh Kritarth Prasad Mohammadi Zaki Pankaj Wasnik 21 0 0 21 May 2025
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 114 296 0 19 Jan 2024
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages Jay Gala Pranjal A. Chitale AK Raghavan Varun Gumma Sumanth Doddapaneni ... Vivek Raghavan Pratyush Kumar Mitesh M. Khapra Raj Dabre Anoop Kunchukuttan 55 137 0 25 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 376 2,382 0 09 Nov 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 218 1,260 0 11 Jul 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 868 12,916 0 04 Mar 2022
Efficient Large Scale Language Modeling with Mixtures of Experts Mikel Artetxe Shruti Bhosale Naman Goyal Todor Mihaylov Myle Ott ... Jeff Wang Luke Zettlemoyer Mona T. Diab Zornitsa Kozareva Ves Stoyanov MoE 183 195 0 20 Dec 2021
Online and Scalable Model Selection with Multi-Armed Bandits Jiayi Xie M. Tashman John Hoffman Lee Winikor Rouzbeh Gerami OffRL 17 1 0 25 Jan 2021
Unbabel's Participation in the WMT20 Metrics Shared Task Ricardo Rei Craig Alan Stewart Catarina Farinha A. Lavie 46 79 0 29 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 72 854 0 21 Oct 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 137 2,731 0 05 Jun 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 206 6,546 0 05 Nov 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 142 2,985 0 23 Apr 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 125 12,227 0 19 Dec 2013