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2004.02745
Cited By
Meta-Learning for Few-Shot NMT Adaptation
Workshop on Neural Generation and Translation (WNGT), 2020
6 April 2020
Amr Sharaf
Hany Hassan
Hal Daumé
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Papers citing
"Meta-Learning for Few-Shot NMT Adaptation"
22 / 22 papers shown
Domain adapted machine translation: What does catastrophic forgetting forget and why?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Danielle Saunders
Steve DeNeefe
AI4CE
158
6
0
23 Dec 2024
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
Ye Jiang
Taihang Wang
Xiaoman Xu
Yimin Wang
Xingyi Song
Diana Maynard
298
5
0
16 Jul 2024
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
Ananth Balashankar
Xiao Ma
Aradhana Sinha
Ahmad Beirami
Yao Qin
Jilin Chen
Alex Beutel
264
3
0
25 Oct 2023
Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Keyu Chen
Zhuang Di
Mingchen Li
J. M. Chang
338
6
0
06 Sep 2023
Meta-learning in healthcare: A survey
SN Computer Science (SCS), 2023
Alireza Rafiei
Ronald Moore
S. Jahromi
F. Hajati
Rishikesan Kamaleswaran
463
19
0
05 Aug 2023
Data Augmentation for Machine Translation via Dependency Subtree Swapping
Attila Nagy
Dorina Lakatos
Botond Barta
Patrick Nanys
Judit Ács
290
1
0
13 Jul 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhenrui Yue
Huimin Zeng
Yang Zhang
Lanyu Shang
Dong Wang
241
26
0
22 May 2023
Meta-learning approaches for few-shot learning: A survey of recent advances
ACM Computing Surveys (ACM Comput. Surv.), 2023
Hassan Gharoun
Fereshteh Momenifar
Fang Chen
Amir H. Gandomi
OOD
VLM
333
166
0
13 Mar 2023
Additive Interventions Yield Robust Multi-Domain Machine Translation Models
Conference on Machine Translation (WMT), 2022
Elijah Matthew Rippeth
Matt Post
101
0
0
23 Oct 2022
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: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter
Wen Lai
Alexandra Chronopoulou
Kangyang Luo
199
3
0
21 Oct 2022
Contrastive Learning for Prompt-Based Few-Shot Language Learners
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
VLM
256
41
0
03 May 2022
Embedding Hallucination for Few-Shot Language Fine-tuning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
314
5
0
03 May 2022
Few-shot learning for medical text: A systematic review
Yao Ge
Yuting Guo
Yuan-Chi Yang
M. Al-garadi
A. Sarker
233
22
0
21 Apr 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ying Zhao
Zhiliang Tian
Huaxiu Yao
Yinhe Zheng
Dongkyu Lee
Yiping Song
Jian Sun
Ningyu Zhang
246
21
0
22 Mar 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation
Wen Lai
Jindrich Libovický
Kangyang Luo
AI4CE
310
19
0
15 Dec 2021
FLEX: Unifying Evaluation for Few-Shot NLP
Neural Information Processing Systems (NeurIPS), 2021
Jonathan Bragg
Arman Cohan
Kyle Lo
Iz Beltagy
477
112
0
15 Jul 2021
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Wenxin Hou
Hanlin Zhu
Yidong Wang
Yongfeng Zhang
Tao Qin
Renjun Xu
T. Shinozaki
311
75
0
18 May 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey
Journal of Artificial Intelligence Research (JAIR), 2021
Danielle Saunders
AI4CE
432
112
0
14 Apr 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Runzhe Zhan
Xuebo Liu
Yang Li
Lidia S. Chao
187
49
0
03 Mar 2021
Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning
Shengsheng Zhang
Yaping Huang
Yun-Nung Chen
Liner Yang
Chencheng Wang
Erhong Yang
VLM
248
2
0
29 Jan 2021
Emergent Communication Pretraining for Few-Shot Machine Translation
International Conference on Computational Linguistics (COLING), 2020
Yaoyiran Li
Edoardo Ponti
Ivan Vulić
Anna Korhonen
269
20
0
02 Nov 2020
Robust Document Representations using Latent Topics and Metadata
Natraj Raman
Armineh Nourbakhsh
Sameena Shah
Manuela Veloso
145
0
0
23 Oct 2020
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