High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics

17 November 2021

Papers citing "High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics"

50 / 70 papers shown

Title
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 70 0 0 26 Apr 2025
Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation José P. Pombal Nuno M. Guerreiro Ricardo Rei André F. T. Martins 61 0 0 11 Mar 2025
Uncertainty-Aware Decoding with Minimum Bayes Risk Nico Daheim Clara Meister Thomas Möllenhoff Iryna Gurevych 53 0 0 07 Mar 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral António Farinhas Nuno M. Guerreiro Sweta Agrawal Ricardo Rei André F. T. Martins 48 0 0 18 Feb 2025
Mitigating Metric Bias in Minimum Bayes Risk Decoding Geza Kovacs Daniel Deutsch Markus Freitag 31 6 0 05 Nov 2024
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 29 1 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 41 1 0 19 Oct 2024
Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data Zhongtao Liu Parker Riley Daniel Deutsch Alison Lui Mengmeng Niu Apu Shah Markus Freitag 28 2 0 14 Oct 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation Sweta Agrawal José G. C. de Souza Ricardo Rei António Farinhas Gonçalo Faria Patrick Fernandes Nuno M. Guerreiro Andre Martins 24 5 0 10 Oct 2024
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics Stefano Perrella Lorenzo Proietti Pere-Lluís Huguet Cabot Edoardo Barba Roberto Navigli 21 3 0 07 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 28 2 0 30 Sep 2024
Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization Kaden Uhlig Joern Wuebker Raphael Reinauer John DeNero 29 0 0 26 Sep 2024
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? Josef Jon 26 0 0 15 Sep 2024
Genetic Approach to Mitigate Hallucination in Generative IR Hrishikesh Kulkarni Nazli Goharian O. Frieder Sean MacAvaney HILM 30 2 0 25 Aug 2024
mbrs: A Library for Minimum Bayes Risk Decoding Hiroyuki Deguchi Yusuke Sakai Hidetaka Kamigaito Taro Watanabe 37 3 0 08 Aug 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt David Heineman Yao Dou Wei-ping Xu 34 6 0 22 Jul 2024
Don't Throw Away Data: Better Sequence Knowledge Distillation Jun Wang Eleftheria Briakou Hamid Dadkhahi Rishabh Agarwal Colin Cherry Trevor Cohn 39 5 0 15 Jul 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 36 0 0 17 Jun 2024
CERET: Cost-Effective Extrinsic Refinement for Text Generation Jason (Jinglun) Cai Hang Su Monica Sunkara Igor Shalyminov Saab Mansour 26 1 0 08 Jun 2024
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms Firas Trabelsi David Vilar Mara Finkelstein Markus Freitag 29 6 0 05 Jun 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation Gonccalo R. A. Faria Sweta Agrawal António Farinhas Ricardo Rei José G. C. de Souza André F. T. Martins 24 4 0 28 May 2024
Can Automatic Metrics Assess High-Quality Translations? Sweta Agrawal António Farinhas Ricardo Rei André F. T. Martins 24 8 0 28 May 2024
Annotation-Efficient Preference Optimization for Language Model Alignment Yuu Jinnai Ukyo Honda 40 0 0 22 May 2024
Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation Kamil Guttmann Miko Pokrywka Adrian Charkiewicz Artur Nowakowski 58 3 0 20 May 2024
Efficient Sample-Specific Encoder Perturbations Yassir Fathullah Mark J. F. Gales 16 0 0 01 May 2024
On the True Distribution Approximation of Minimum Bayes-Risk Decoding Atsumoto Ohashi Ukyo Honda Tetsuro Morimura Yuu Jinnai 33 2 0 31 Mar 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
Linear-time Minimum Bayes Risk Decoding with Reference Aggregation Jannis Vamvas Rico Sennrich 35 15 0 06 Feb 2024
Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies Tom Kocmi Vilém Zouhar C. Federmann Matt Post 21 26 0 12 Jan 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos Andrei Popescu-Belis 30 14 0 12 Jan 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding Yuu Jinnai Ukyo Honda Tetsuro Morimura Peinan Zhang 26 6 0 10 Jan 2024
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Yuu Jinnai Kaito Ariu 21 8 0 05 Jan 2024
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM Xiaoding Lu Zongyi Liu Adian Liusie Vyas Raina Vineet Mudupalli Yuwen Zhang W. Beauchamp 14 15 0 04 Jan 2024
Trained MT Metrics Learn to Cope with Machine-translated References Jannis Vamvas Tobias Domhan Sony Trenous Rico Sennrich Eva Hasler 19 1 0 01 Dec 2023
Faster Minimum Bayes Risk Decoding with Confidence-based Pruning Julius Cheng Andreas Vlachos 45 21 0 25 Nov 2023
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran 24 58 0 16 Nov 2023
Aligning Neural Machine Translation Models: Human Feedback in Training and Inference Miguel Moura Ramos Patrick Fernandes António Farinhas André F. T. Martins ALM 14 14 0 15 Nov 2023
Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding Guangyu Yang Jinghong Chen Weizhe Lin Bill Byrne 24 20 0 14 Nov 2023
Model-Based Minimum Bayes Risk Decoding for Text Generation Yuu Jinnai Tetsuro Morimura Ukyo Honda Kaito Ariu Kenshi Abe 15 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 18 8 0 17 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 18 7 0 10 Oct 2023
Ensemble Distillation for Unsupervised Constituency Parsing Behzad Shayegh Yanshuai Cao Xiaodan Zhu Jackie C.K. Cheung Lili Mou 44 5 0 03 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 38 31 0 02 Oct 2023
Language Model Decoding as Direct Metrics Optimization Haozhe Ji Pei Ke Hongning Wang Minlie Huang 11 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
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding Rico Sennrich Jannis Vamvas Alireza Mohammadshahi HILM 19 38 0 13 Sep 2023
Minimum Bayes' Risk Decoding for System Combination of Grammatical Error Correction Systems Vyas Raina Mark J. F. Gales 19 1 0 12 Sep 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 36 201 0 06 Aug 2023
BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training Yiming Yan Tao Wang Chengqi Zhao Shujian Huang Jiajun Chen Mingxuan Wang 19 22 0 06 Jul 2023