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Iterative Translation Refinement with Large Language Models

6 June 2023

Kenneth Heafield

Papers citing "Iterative Translation Refinement with Large Language Models"

38 / 38 papers shown

Title
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models Qiming Bao Juho Leinonen A. Peng Wanjun Zhong Gaël Gendron Tim Pistotti Alice Huang Paul Denny Michael Witbrock Jing Liu AI4Ed LRM 231 1 0 20 Jan 2025
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 164 7 0 11 Oct 2024
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought Zhuoxuan Jiang Haoyuan Peng Shanshan Feng Fan Li Dongsheng Li KELM LRM 77 15 0 09 May 2024
Do GPTs Produce Less Literal Translations? Vikas Raunak Arul Menezes Matt Post H. Awadallah 53 33 0 26 May 2023
Leveraging GPT-4 for Automatic Translation Post-Editing Vikas Raunak Amr Sharaf Yiren Wang H. Awadallah Arul Menezes 44 68 0 24 May 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability Eleftheria Briakou Colin Cherry George F. Foster 54 60 0 17 May 2023
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Qingyu Lu Baopu Qiu Liang Ding Liping Xie Tom Kocmi Dacheng Tao LRM ALM ELM 49 112 0 24 Mar 2023
Large Language Models Are State-of-the-Art Evaluators of Translation Quality Tom Kocmi C. Federmann ELM 95 362 0 28 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 81 439 0 18 Feb 2023
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine Wenxiang Jiao Wenxuan Wang Jen-tse Huang Xing Wang Shuming Shi Zhaopeng Tu LM&MA 79 291 0 20 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 102 298 0 17 Jan 2023
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 92 198 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 101 166 0 16 Nov 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 523 4,077 0 24 May 2022
Towards Debiasing Translation Artifacts Koel Dutta Chowdhury Rricha Jalota C. España-Bonet Josef van Genabith 64 6 0 16 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 515 6,279 0 05 Apr 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 880 13,148 0 04 Mar 2022
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 182 82 0 06 Aug 2021
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints Weijia Xu Marine Carpuat KELM 57 47 0 13 Nov 2020
Human-Paraphrased References Improve Neural Machine Translation Markus Freitag George F. Foster David Grangier Colin Cherry 39 14 0 20 Oct 2020
Can Automatic Post-Editing Improve NMT? Shamil Chollampatt Raymond Hendy Susanto Liling Tan Ewa Szymańska 29 22 0 30 Sep 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 120 1,096 0 18 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 838 42,332 0 28 May 2020
BLEU might be Guilty but References are not Innocent Markus Freitag David Grangier Isaac Caswell 52 149 0 13 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,893 0 23 Jan 2020
Translationese as a Language in "Multilingual" NMT Parker Riley Isaac Caswell Markus Freitag David Grangier 63 45 0 10 Nov 2019
The Transference Architecture for Automatic Post-Editing Santanu Pal Hongfei Xu Nico Herbig Sudip Kumar Naskar Antonio Kruger Josef van Genabith 33 3 0 16 Aug 2019
Post-editese: an Exacerbated Translationese Antonio Toral 69 82 0 01 Jul 2019
Levenshtein Transformer Jiatao Gu Changhan Wang Jake Zhao 121 359 0 27 May 2019
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing Marcin Junczys-Dowmunt Roman Grundkiewicz 50 63 0 01 Sep 2018
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation Antonio Toral Sheila Castilho Ke Hu Andy Way 65 190 0 30 Aug 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 175 2,994 0 23 Apr 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 66 456 0 19 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
Iterative Refinement for Machine Translation Roman Novak Michael Auli David Grangier CLL 55 29 0 20 Oct 2016
Pre-Translation for Neural Machine Translation Jan Niehues Eunah Cho Thanh-Le Ha A. Waibel AIMat 62 91 0 17 Oct 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 257 2,723 0 20 Nov 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014