The unreasonable effectiveness of few-shot learning for machine translation

2 February 2023

Colin Cherry

Papers citing "The unreasonable effectiveness of few-shot learning for machine translation"

26 / 76 papers shown

Title
Neural Machine Translation Models Can Learn to be Few-shot Learners Raphael Reinauer P. Simianer Kaden Uhlig Johannes E. M. Mosig Joern Wuebker LRM 18 8 0 15 Sep 2023
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? Danni Liu Jan Niehues 11 3 0 15 Sep 2023
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding Rico Sennrich Jannis Vamvas Alireza Mohammadshahi HILM 14 38 0 13 Sep 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset Sneha Kudugunta Isaac Caswell Biao Zhang Xavier Garcia Christopher A. Choquette-Choo ... Derrick Xin Aditya Kusupati Romi Stella Ankur Bapna Orhan Firat 53 117 0 09 Sep 2023
Gender-specific Machine Translation with Large Language Models Eduardo Sánchez Pierre Yves Andrews Pontus Stenetorp Mikel Artetxe Marta R. Costa-jussá 22 2 0 06 Sep 2023
TIM: Teaching Large Language Models to Translate with Comparison Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 21 53 0 10 Jul 2023
BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models Shaolei Zhang Qingkai Fang Zhuocheng Zhang Zhengrui Ma Yan Zhou ... Mengyu Bu Shangtong Gui Yunji Chen Xilin Chen Yang Feng ALM 66 39 0 19 Jun 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Tian Liang Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Yujiu Yang Zhaopeng Tu Shuming Shi LLMAG LRM 25 390 0 30 May 2023
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions Jiahuan Li Hao Zhou Shujian Huang Shan Chen Jiajun Chen LRM 25 54 0 24 May 2023
Leveraging GPT-4 for Automatic Translation Post-Editing Vikas Raunak Amr Sharaf Yiren Wang H. Awadallah Arul Menezes 11 62 0 24 May 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 20 39 0 23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 22 2 0 23 May 2023
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models Ratish Puduppully Anoop Kunchukuttan Raj Dabre A. Aw Nancy F. Chen VLM 32 0 0 22 May 2023
Exploring Human-Like Translation Strategy with Large Language Models Zhiwei He Tian Liang Wenxiang Jiao Zhuosheng Zhang Yujiu Yang Rui Wang Zhaopeng Tu Shuming Shi Xing Wang 13 35 0 06 May 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 20 139 0 10 Apr 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 13 139 0 28 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 17 59 0 03 Mar 2023
ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics Zhangir Azerbayev Bartosz Piotrowski Hailey Schoelkopf Edward W. Ayers Dragomir R. Radev J. Avigad AIMat 9 66 0 24 Feb 2023
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation Amr Hendy M. Abdelrehim Amr Sharaf Vikas Raunak Mohamed Gabr Hitokazu Matsushita Young Jin Kim Mohamed Afify Hany Awadalla ELM LM&MA AI4CE 26 410 0 18 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 6 56 0 09 Feb 2023
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 15 185 0 05 Dec 2022
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 13 152 0 16 Nov 2022
Controlling Translation Formality Using Pre-trained Multilingual Language Models Elijah Matthew Rippeth Sweta Agrawal Marine Carpuat AI4CE 42 15 0 13 May 2022
The NiuTrans Machine Translation Systems for WMT21 Yuhao Zhang Tao Zhou Bin Wei Runzhe Cao Yongyu Mu ... Weiqiao Shan Yinqiao Li Bei Li Tong Xiao Jingbo Zhu 17 17 0 22 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 124 80 0 06 Aug 2021
A Multilingual View of Unsupervised Machine Translation Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 22 37 0 07 Feb 2020