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"

20 / 70 papers shown

Title
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models Potsawee Manakul Yassir Fathullah Adian Liusie Vyas Raina Vatsal Raina Mark J. F. Gales 27 12 0 08 Jun 2023
EEL: Efficiently Encoding Lattices for Reranking Prasann Singhal Jiacheng Xu Xi Ye Greg Durrett 22 3 0 01 Jun 2023
Ties Matter: Meta-Evaluating Modern Metrics with Pairwise Accuracy and Tie Calibration Daniel Deutsch George F. Foster Markus Freitag 19 41 0 23 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 20 14 0 22 May 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation Markus Freitag Behrooz Ghorbani Patrick Fernandes 18 40 0 17 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 113 56 0 01 May 2023
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents Daniel D. Johnson Daniel Tarlow Christian J. Walder 21 6 0 01 Mar 2023
Binarized Neural Machine Translation Yichi Zhang Ankush Garg Yuan Cao Lukasz Lew Behrooz Ghorbani Zhiru Zhang Orhan Firat MQ 29 14 0 09 Feb 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 27 102 0 02 Feb 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 27 62 0 19 Dec 2022
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes Wenda Xu Xian Qian Mingxuan Wang Lei Li William Yang Wang 18 10 0 19 Dec 2022
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding Jianhao Yan Jin Xu Fandong Meng Jie Zhou Yue Zhang 16 3 0 08 Dec 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 30 5 0 22 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 22 43 0 14 Nov 2022
On the Limitations of Reference-Free Evaluations of Generated Text Daniel Deutsch Rotem Dror Dan Roth 32 45 0 22 Oct 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 19 51 0 10 Aug 2022
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 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 48 185 0 14 Nov 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,740 0 26 Sep 2016