An Empirical Exploration of Curriculum Learning for Neural Machine Translation

2 November 2018

Marianna J. Martindale

Papers citing "An Empirical Exploration of Curriculum Learning for Neural Machine Translation"

50 / 74 papers shown

Title
Token-Level Uncertainty-Aware Objective for Language Model Post-Training Tingkai Liu Ari S. Benjamin Anthony M. Zador 47 0 0 15 Mar 2025
Curriculum Learning for Cross-Lingual Data-to-Text Generation With Noisy Data Kancharla Aditya Hari Manish Gupta Vasudeva Varma 67 0 0 18 Dec 2024
Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits Adit Jain Soumyabrata Pal Sunav Choudhary Ramasuri Narayanam Vikram Krishnamurthy 21 1 0 26 Oct 2024
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning Alexis Allemann Àlex R. Atrio Andrei Popescu-Belis 31 0 0 08 Oct 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents T. Y. S. S. Santosh Apolline Isaia Shiyu Hong Matthias Grabmair AILaw 36 2 0 27 Sep 2024
In-Context Exploiter for Extensive-Form Games Shuxin Li Chang Yang Youzhi Zhang Pengdeng Li Xinrun Wang Xiao Huang Hau Chan Bo An 31 0 0 10 Aug 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 64 12 0 14 May 2024
False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy Jiyong Oh Junhaeng Lee Woongchan Byun Min-Ji Kong Sang Hun Lee 3DPC 30 2 0 05 Mar 2024
Vygotsky Distance: Measure for Benchmark Task Similarity Maxim K. Surkov Ivan P. Yamshchikov 37 0 0 22 Feb 2024
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models Zixiang Chen Yihe Deng Huizhuo Yuan Kaixuan Ji Quanquan Gu SyDa 41 277 0 02 Jan 2024
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 37 15 0 23 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 34 0 0 12 Nov 2023
Too Much Information: Keeping Training Simple for BabyLMs Lukas Edman Lisa Bylinina 32 4 0 03 Nov 2023
Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation Keyu Chen Zhuang Di Mingchen Li J. M. Chang 30 3 0 06 Sep 2023
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs Emmanuel Abbe Elisabetta Cornacchia Aryo Lotfi 30 11 0 29 Jun 2023
GaitMPL: Gait Recognition with Memory-Augmented Progressive Learning Huanzhang Dou Pengyi Zhang Yuhan Zhao Lin Dong Zequn Qin Xi Li CVBM VLM 41 24 0 06 Jun 2023
Token-Level Fitting Issues of Seq2seq Models Guangsheng Bao Zhiyang Teng Yue Zhang 24 0 0 08 May 2023
A Curriculum View of Robust Loss Functions Zebin Ou Yue Zhang NoLa 25 0 0 03 May 2023
Curricular Object Manipulation in LiDAR-based Object Detection Ziyue Zhu Qiang Meng Tianlin Li Ke Wang Liujiang Yan Jian Yang 3DPC 30 9 0 09 Apr 2023
Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Shuang Ao Stefan Rueger Advaith Siddharthan UQCV 34 0 0 29 Jan 2023
When Do Curricula Work in Federated Learning? Saeed Vahidian Sreevatsank Kadaveru Woo-Ram Baek Weijia Wang Vyacheslav Kungurtsev Chong Chen M. Shah Bill Lin FedML 40 11 0 24 Dec 2022
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking Mingyu Lee Jun-Hyung Park Junho Kim Kang-Min Kim SangKeun Lee 18 12 0 15 Dec 2022
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation Maha Elbayad Anna Y. Sun Shruti Bhosale MoE 54 9 0 15 Dec 2022
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing Conglong Li Z. Yao Xiaoxia Wu Minjia Zhang Connor Holmes Cheng Li Yuxiong He 27 24 0 07 Dec 2022
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu ELM SyDa LRM 26 4 0 21 Nov 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 37 28 0 17 Nov 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 48 3 0 22 Oct 2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking Yutao Zhu J. Nie Yixuan Su Haonan Chen Xinyu Zhang Zhicheng Dou 30 11 0 22 Aug 2022
Confidence-Guided Learning Process for Continuous Classification of Time Series Chenxi Sun Moxian Song D. Cai B. Zhang linda Qiao Hongyan Li 14 6 0 14 Aug 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 27 132 0 24 Jun 2022
Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension Peihan Miao Wei Su Gaoang Wang Xuewei Li Xi Li ObjD 30 9 0 21 Apr 2022
Data Selection Curriculum for Neural Machine Translation Tasnim Mohiuddin Philipp Koehn Vishrav Chaudhary James Cross Shruti Bhosale Chenyu You 35 11 0 25 Mar 2022
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models Sweta Agrawal Marine Carpuat KELM 32 21 0 17 Mar 2022
Cyclical Curriculum Learning Himmet Toprak Kesgin M. Amasyalı ODL 19 8 0 11 Feb 2022
Improving Neural Machine Translation by Denoising Training Liang Ding Keqin Peng Dacheng Tao VLM AI4CE 41 6 0 19 Jan 2022
Do Data-based Curricula Work? Maxim K. Surkov Vladislav D. Mosin Ivan P. Yamshchikov 22 4 0 13 Dec 2021
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding Deze Wang Zhouyang Jia Shanshan Li Yue Yu Yun Xiong Wei Dong Xiangke Liao 38 80 0 04 Dec 2021
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer David Vilar Artem Sokolov 49 15 0 13 Oct 2021
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation Jinliang Lu Jiajun Zhang 29 7 0 23 Sep 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models Conglong Li Minjia Zhang Yuxiong He 15 37 0 13 Aug 2021
Curriculum generation using Autoencoder based continuous optimization Dipankar Sarkar Mukur Gupta 22 0 0 16 Jun 2021
Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent Samira Abnar Rianne van den Berg Golnaz Ghiasi Mostafa Dehghani Nal Kalchbrenner Hanie Sedghi OOD CLL TTA 28 21 0 10 Jun 2021
Self-Guided Curriculum Learning for Neural Machine Translation Lei Zhou Liang Ding Kevin Duh Shinji Watanabe Ryohei Sasano Koichi Takeda 19 17 0 10 May 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 27 85 0 14 Apr 2021
Token-wise Curriculum Learning for Neural Machine Translation Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao T. Zhao 21 4 0 20 Mar 2021
Learning Policies for Multilingual Training of Neural Machine Translation Systems G. Kumar Philipp Koehn Sanjeev Khudanpur 22 1 0 11 Mar 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Runzhe Zhan Xuebo Liu Derek F. Wong Lidia S. Chao 37 46 0 03 Mar 2021
Statistical Measures For Defining Curriculum Scoring Function Vinu Sankar Sadasivan A. Dasgupta 22 2 0 27 Feb 2021
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning Ernie Chang Hui-Syuan Yeh Vera Demberg 27 40 0 06 Feb 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 79 342 0 25 Jan 2021