Quality-Aware Decoding for Neural Machine Translation

2 May 2022

António Farinhas

Graham Neubig

Papers citing "Quality-Aware Decoding for Neural Machine Translation"

44 / 44 papers shown

Title
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 70 0 0 26 Apr 2025
Uncertainty-Aware Decoding with Minimum Bayes Risk Nico Daheim Clara Meister Thomas Möllenhoff Iryna Gurevych 53 0 0 07 Mar 2025
Learning from others' mistakes: Finetuning machine translation models with span-level error annotations Lily H. Zhang Hamid Dadkhahi M. Finkelstein Firas Trabelsi Jiaming Luo Markus Freitag 24 0 0 21 Oct 2024
Theoretical Aspects of Bias and Diversity in Minimum Bayes Risk Decoding Hidetaka Kamigaito Hiroyuki Deguchi Yusuke Sakai Katsuhiko Hayashi Taro Watanabe 29 1 0 19 Oct 2024
Findings of the WMT 2024 Shared Task on Chat Translation Wafaa Mohammed Sweta Agrawal M. Amin Farajian Vera Cabarrão Bryan Eikema Ana C. Farinha José G. C. de Souza 19 3 0 15 Oct 2024
Better Instruction-Following Through Minimum Bayes Risk Ian Wu Patrick Fernandes Amanda Bertsch Seungone Kim Sina Pakazad Graham Neubig 48 9 0 03 Oct 2024
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis Hippolyte Gisserot-Boukhlef Ricardo Rei Emmanuel Malherbe C´eline Hudelot Pierre Colombo Nuno M. Guerreiro 20 2 0 30 Sep 2024
Conformal Prediction for Natural Language Processing: A Survey Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins AI4CE 38 13 0 03 May 2024
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs Shreyas Chaudhari Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit A. Kalyan Karthik Narasimhan A. Deshpande Bruno Castro da Silva 21 33 0 12 Apr 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 40 128 0 27 Feb 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors Dennis Ulmer Chrysoula Zerva André F. T. Martins 26 11 0 01 Feb 2024
Model-Based Minimum Bayes Risk Decoding for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda Kaito Ariu Kenshi Abe 10 6 0 09 Nov 2023
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models António Farinhas José G. C. de Souza André F. T. Martins 16 8 0 17 Oct 2023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection Nuno M. Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F.T. Martins 29 109 0 16 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 21 3 0 12 Oct 2023
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model Christian Tomani David Vilar Markus Freitag Colin Cherry Subhajit Naskar Mara Finkelstein Xavier Garcia Daniel Cremers 13 2 0 10 Oct 2023
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk Amanda Bertsch Alex Xie Graham Neubig Matthew R. Gormley 25 31 0 02 Oct 2023
Quantifying the Plausibility of Context Reliance in Neural Machine Translation Gabriele Sarti Grzegorz Chrupala Malvina Nissim Arianna Bisazza 27 5 0 02 Oct 2023
Language Model Decoding as Direct Metrics Optimization Haozhe Ji Pei Ke Hongning Wang Minlie Huang 6 7 0 02 Oct 2023
MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods M. Finkelstein Subhajit Naskar Mehdi Mirzazadeh Apurva Shah Markus Freitag 45 26 0 19 Sep 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 34 3 0 08 Aug 2023
Uncertainty in Natural Language Generation: From Theory to Applications Joris Baan Nico Daheim Evgenia Ilia Dennis Ulmer Haau-Sing Li Raquel Fernández Barbara Plank Rico Sennrich Chrysoula Zerva Wilker Aziz UQLM 12 39 0 28 Jul 2023
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger ELM 12 11 0 22 Jun 2023
EEL: Efficiently Encoding Lattices for Reranking Prasann Singhal Jiacheng Xu Xi Ye Greg Durrett 17 3 0 01 Jun 2023
Ties Matter: Meta-Evaluating Modern Metrics with Pairwise Accuracy and Tie Calibration Daniel Deutsch George F. Foster Markus Freitag 4 41 0 23 May 2023
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability Mario Giulianelli Joris Baan Wilker Aziz Raquel Fernández Barbara Plank UQLM 17 20 0 19 May 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation Markus Freitag Behrooz Ghorbani Patrick Fernandes 11 40 0 17 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
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins ... José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins ALM 106 56 0 01 May 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit Brian Yan Jiatong Shi Yun Tang H. Inaguma Yifan Peng ... Zhaoheng Ni Moto Hira Soumi Maiti J. Pino Shinji Watanabe 12 20 0 10 Apr 2023
Poor Man's Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference Vilém Zouhar S. Dhuliawala Wangchunshu Zhou Nico Daheim Tom Kocmi Yuchen Eleanor Jiang Mrinmaya Sachan 11 9 0 21 Jan 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 19 61 0 19 Dec 2022
A Simple Baseline for Beam Search Reranking Lior Vassertail Omer Levy 11 0 0 17 Dec 2022
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better David Dale Elena Voita Loïc Barrault Marta R. Costa-jussá HILM 22 55 0 16 Dec 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 17 5 0 22 Nov 2022
Improving abstractive summarization with energy-based re-ranking Diogo Pernes Afonso Mendes André F. T. Martins 21 6 0 27 Oct 2022
On the Limitations of Reference-Free Evaluations of Generated Text Daniel Deutsch Rotem Dror Dan Roth 27 44 0 22 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 18 117 0 30 Sep 2022
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation Artur Nowakowski Gabriela Pałka Kamil Guttmann Miko Pokrywka 12 5 0 07 Sep 2022
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation Nuno M. Guerreiro Elena Voita André F. T. Martins HILM 11 51 0 10 Aug 2022
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 13 45 0 10 Aug 2021
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 93 142 0 24 Oct 2020
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 43 185 0 14 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,202 0 12 Jun 2017