Uncertainty-Aware Machine Translation Evaluation

13 September 2021

Papers citing "Uncertainty-Aware Machine Translation Evaluation"

20 / 20 papers shown

Title
Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection MingShan Liu Shi Bo Jialing Fang LRM 46 3 0 13 Apr 2025
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 87 2 0 02 Oct 2024
Unbabel's Participation in the WMT20 Metrics Shared Task Ricardo Rei Craig Alan Stewart Catarina Farinha A. Lavie 41 79 0 29 Oct 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment Tharindu Ranasinghe Constantin Orasan R. Mitkov 66 43 0 11 Oct 2020
Notes on the Behavior of MC Dropout Francesco Verdoja Ville Kyrki UQCV OOD BDL 43 36 0 06 Aug 2020
Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts Bertrand Charpentier Daniel Zügner Stephan Günnemann UQCV UD EDL BDL 65 180 0 16 Jun 2020
Unsupervised Quality Estimation for Neural Machine Translation M. Fomicheva Shuo Sun Lisa Yankovskaya Frédéric Blain Francisco Guzmán Mark Fishel Nikolaos Aletras Vishrav Chaudhary Lucia Specia UQLM 80 205 0 21 May 2020
Reassessing Claims of Human Parity and Super-Human Performance in Machine Translation at WMT 2019 Antonio Toral 52 43 0 12 May 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 53 190 0 30 Apr 2020
BLEU might be Guilty but References are not Innocent Markus Freitag David Grangier Isaac Caswell 45 149 0 13 Apr 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 283 300 0 17 Mar 2020
Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning Arsenii Ashukha Alexander Lyzhov Dmitry Molchanov Dmitry Vetrov UQCV FedML 79 319 0 15 Feb 2020
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods Eyke Hüllermeier Willem Waegeman PER UD 222 1,410 0 21 Oct 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation Shuo Wang Yang Liu Chao Wang Huanbo Luan Maosong Sun UQLM 69 82 0 31 Aug 2019
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles Siddhartha Jain Ge Liu Jonas W. Mueller David K Gifford UQCV 59 60 0 18 Jun 2019
Accurate Uncertainties for Deep Learning Using Calibrated Regression Volodymyr Kuleshov Nathan Fenner Stefano Ermon BDL UQCV 193 632 0 01 Jul 2018
Evidential Deep Learning to Quantify Classification Uncertainty Murat Sensoy Lance M. Kaplan M. Kandemir OOD UQCV EDL BDL 177 991 0 05 Jun 2018
Predictive Uncertainty Estimation via Prior Networks A. Malinin Mark Gales UD BDL EDL UQCV PER 183 914 0 28 Feb 2018
Modeling Source Syntax for Neural Machine Translation Junhui Li Deyi Xiong Zhaopeng Tu Muhua Zhu Min Zhang Guodong Zhou 57 146 0 02 May 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 352 4,704 0 15 Mar 2017