Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural
Machine Translation Training

Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training

6 September 2021

Gholamreza Haffari

Qun Liu

Papers citing "Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training"

8 / 8 papers shown

Title
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 33 0 0 31 Mar 2025
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 119 22 0 20 May 2024
Importance-Aware Data Augmentation for Document-Level Neural Machine Translation Ming-Ru Wu Yufei Wang George F. Foster Lizhen Qu Gholamreza Haffari 35 6 0 27 Jan 2024
Towards Higher Pareto Frontier in Multilingual Machine Translation Yi-Chong Huang Xiaocheng Feng Xinwei Geng Baohang Li Bing Qin 33 9 0 25 May 2023
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement Soyeong Jeong Jinheon Baek Sung Ju Hwang Jong C. Park 29 2 0 10 Feb 2023
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Thuy-Trang Vu Xuanli He D.Q. Phung Gholamreza Haffari 38 10 0 09 Sep 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 17 85 0 14 Apr 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015