Competence-based Curriculum Learning for Neural Machine Translation

23 March 2019

Emmanouil Antonios Platanios

Graham Neubig

Papers citing "Competence-based Curriculum Learning for Neural Machine Translation"

50 / 69 papers shown

Title
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation Enci Zhang Xingang Yan Wei Lin Tianxiang Zhang Qianchun Lu LRM 33 0 0 13 May 2025
CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification Asmaa Abbas M. Gaber M. Abdelsamea 32 0 0 03 May 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 68 1 0 21 Feb 2025
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text Andrei Jarca Florinel-Alin Croitoru Radu Tudor Ionescu 53 1 0 18 Feb 2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification Qilong Yan Yufeng Zhang Jinghao Zhang Jingpu Duan Jian Yin 62 0 0 03 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 81 6 0 03 Jan 2025
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation Jing Yuan Luo Yunlong Song Victor Klemm Fan Shi Davide Scaramuzza Marco Hutter 33 2 0 04 Oct 2024
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks Stefan M. Fischer Lina Felsner Richard Osuala Johannes Kiechle Daniel M. Lang J. Peeken Julia A. Schnabel 32 3 0 10 Jul 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 52 2 0 21 May 2024
Semi-supervised Text-based Person Search Daming Gao Yang Bai Min Cao Hao Dou Mang Ye Min Zhang 41 1 0 28 Apr 2024
A-JEPA: Joint-Embedding Predictive Architecture Can Listen Zhengcong Fei Mingyuan Fan Junshi Huang 30 17 0 27 Nov 2023
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis Fei Zhao Chunhui Li Zhen Wu Yawen Ouyang Jianbing Zhang Xinyu Dai 51 16 0 23 Oct 2023
Curriculum Learning with Adam: The Devil Is in the Wrong Details Leon Weber Jaap Jumelet Paul Michel Elia Bruni Dieuwke Hupkes ODL 18 3 0 23 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 44 6 0 02 Aug 2023
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks Jean-Michel Attendu Jean-Philippe Corbeil 41 15 0 05 Jun 2023
Token-Level Fitting Issues of Seq2seq Models Guangsheng Bao Zhiyang Teng Yue Zhang 29 0 0 08 May 2023
ASP: Learn a Universal Neural Solver! Chenguang Wang Zhouliang Yu Stephen Marcus McAleer Tianshu Yu Yao-Chun Yang AAML 32 24 0 01 Mar 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets Irina Bejan Artem Sokolov Katja Filippova TDI 32 9 0 27 Feb 2023
Maneuver Decision-Making For Autonomous Air Combat Through Curriculum Learning And Reinforcement Learning With Sparse Rewards Yuxin Wei Hong-Peng Zhang Chang Huang 18 3 0 12 Feb 2023
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection Yuhe Ding Jian Liang Bo Jiang A. Zheng Ran He 3DPC 31 8 0 09 Feb 2023
Curriculum Graph Machine Learning: A Survey Haoyang Li Xin Eric Wang Wenwu Zhu 38 16 0 06 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 42 1 0 02 Feb 2023
Generalization on the Unseen, Logic Reasoning and Degree Curriculum Emmanuel Abbe Samy Bengio Aryo Lotfi Kevin Rizk LRM 48 49 0 30 Jan 2023
Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Shuang Ao Stefan Rueger Advaith Siddharthan UQCV 34 0 0 29 Jan 2023
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 36 1 0 22 Dec 2022
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning Sayan Ghosh Rakesh R Menon Shashank Srivastava 30 2 0 18 Dec 2022
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation Maha Elbayad Anna Y. Sun Shruti Bhosale MoE 59 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 32 25 0 07 Dec 2022
Improving Simultaneous Machine Translation with Monolingual Data Hexuan Deng Liang Ding Xuebo Liu Meishan Zhang Dacheng Tao Min Zhang 40 12 0 02 Dec 2022
Curriculum Temperature for Knowledge Distillation Zheng Li Xiang Li Lingfeng Yang Borui Zhao Renjie Song Lei Luo Jun Yu Li Jian Yang 33 134 0 29 Nov 2022
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu ELM SyDa LRM 37 4 0 21 Nov 2022
Improving Imbalanced Text Classification with Dynamic Curriculum Learning Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 33 4 0 25 Oct 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 55 3 0 22 Oct 2022
A Survey of Active Learning for Natural Language Processing Zhisong Zhang Emma Strubell Eduard H. Hovy LM&MA 35 65 0 18 Oct 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 30 6 0 01 Oct 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 33 109 0 31 Aug 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 35 11 0 22 Aug 2022
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation Hongyuan Lu W. Lam 21 9 0 17 Aug 2022
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS Zixuan Zhou Xuefei Ning Y. Cai Jiashu Han Yiping Deng Yuhan Dong Huazhong Yang Yu Wang 3DPC 31 12 0 16 Jul 2022
Less is More: Adaptive Curriculum Learning for Thyroid Nodule Diagnosis Haifan Gong Hui Cheng Yifan Xie Shuangyi Tan Guanqi Chen Fei Chen Guanbin Li NoLa 30 6 0 02 Jul 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 35 132 0 24 Jun 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 37 48 0 21 Apr 2022
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum Zeyang Zhang Ziwei Zhang Xin Eric Wang Wenwu Zhu 26 42 0 07 Apr 2022
Feeding What You Need by Understanding What You Learned Xiaoqiang Wang Bang Liu Fangli Xu Bowei Long Siliang Tang Lingfei Wu 65 6 0 05 Mar 2022
Cyclical Curriculum Learning Himmet Toprak Kesgin M. Amasyalı ODL 19 8 0 11 Feb 2022
Development and Comparison of Scoring Functions in Curriculum Learning Himmet Toprak Kesgin M. Fatih Amasyali 19 3 0 10 Feb 2022
Improving Neural Machine Translation by Denoising Training Liang Ding Keqin Peng Dacheng Tao VLM AI4CE 46 6 0 19 Jan 2022
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
Linking-Enhanced Pre-Training for Table Semantic Parsing Bowen Qin Lihan Wang Binyuan Hui Ruiying Geng Zhen Cao Min Yang Jian Sun Yongbin Li 35 1 0 18 Nov 2021
Curriculum Learning for Vision-and-Language Navigation Jiwen Zhang Zhongyu Wei Jianqing Fan J. Peng LM&Ro 26 21 0 14 Nov 2021