Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation

3 March 2021

Papers citing "Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation"

31 / 31 papers shown

Title
MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science Junho Kim Yeachan Kim Jun-Hyung Park Yerim Oh Suho Kim S. Lee CLL AI4CE 19 2 0 19 Oct 2024
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning Tianxiang Hu Pei Zhang Baosong Yang Jun Xie Derek F. Wong Rui Wang ALM LRM 33 1 0 03 Oct 2024
A Psychology-based Unified Dynamic Framework for Curriculum Learning Guangyu Meng Qingkai Zeng John P. Lalor Hong-ye Yu 21 0 0 09 Aug 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU Guanhua Chen Yutong Yao Derek F. Wong Lidia S. Chao 27 2 0 05 May 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli Mete Ozay VLM 27 2 0 28 Feb 2024
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection Liangxin Liu Xuebo Liu Derek F. Wong Dongfang Li Ziyi Wang Baotian Hu Min Zhang 45 16 0 26 Feb 2024
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix Xinyu Ma Xuebo Liu Min Zhang 27 1 0 05 Dec 2023
Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating Hyunsik Jeon Jong-eun Lee Jeongin Yun U. Kang 13 7 0 05 Oct 2023
Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation Keyu Chen Zhuang Di Mingchen Li J. M. Chang 20 3 0 06 Sep 2023
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition Vera Pavlova M. Makhlouf 11 3 0 16 Aug 2023
ERNetCL: A novel emotion recognition network in textual conversation based on curriculum learning strategy Jiang Li Xiaoping Wang Yingjian Liu Zhigang Zeng 31 5 0 12 Aug 2023
Curriculum Guided Domain Adaptation in the Dark C. S. Jahan Andreas E. Savakis 19 3 0 02 Aug 2023
A Review of Deep Learning for Video Captioning Moloud Abdar Meenakshi Kollati Swaraja Kuraparthi Farhad Pourpanah Daniel J. McDuff ... Shuicheng Yan Abduallah A. Mohamed Abbas Khosravi Erik Cambria Fatih Porikli 3DV 19 20 0 22 Apr 2023
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking Mingyu Lee Jun-Hyung Park Junho Kim Kang-Min Kim SangKeun Lee 6 12 0 15 Dec 2022
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation Zhao Li Xuebo Liu Derek F. Wong Lidia S. Chao Min Zhang CLL 17 14 0 08 Dec 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Alexander M. Fraser 6 3 0 21 Oct 2022
Focused Adaptation of Dynamics Models for Deformable Object Manipulation Peter Mitrano A. LaGrassa Oliver Kroemer Dmitry Berenson AI4CE 14 11 0 28 Sep 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 28 109 0 31 Aug 2022
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation Cheonbok Park H. Kim Ioan Calapodescu Hyun Chang Cho Vassilina Nikoulina AI4CE 25 2 0 20 Apr 2022
Data Selection Curriculum for Neural Machine Translation Tasnim Mohiuddin Philipp Koehn Vishrav Chaudhary James Cross Shruti Bhosale Shafiq R. Joty 19 11 0 25 Mar 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation Wen Lai Jindrich Libovický Alexander M. Fraser AI4CE 11 13 0 15 Dec 2021
Reinforcement Learning for Few-Shot Text Generation Adaptation Pengsen Cheng Jinqiao Dai Jiamiao Liu Jiayong Liu Peng Jia 19 5 0 22 Nov 2021
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Shuming Shi Zhaopeng Tu 15 26 0 05 Oct 2021
Improving Neural Machine Translation by Bidirectional Training Liang Ding Di Wu Dacheng Tao 17 29 0 16 Sep 2021
Difficulty-Aware Machine Translation Evaluation Runzhe Zhan Xuebo Liu Derek F. Wong Lidia S. Chao AIMat 14 4 0 30 Jul 2021
Progressive Multi-Granularity Training for Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu AI4TS 11 42 0 10 Jun 2021
Self-Guided Curriculum Learning for Neural Machine Translation Lei Zhou Liang Ding Kevin Duh Shinji Watanabe Ryohei Sasano Koichi Takeda 9 17 0 10 May 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 6 85 0 14 Apr 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 63 337 0 25 Jan 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,205 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017