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1908.10423
Cited By
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
27 August 2019
Zi-Yi Dou
Keyi Yu
Antonios Anastasopoulos
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Papers citing
"Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks"
50 / 71 papers shown
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A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection
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An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning
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Prashant Khanduri
Ioannis C. Tsaknakis
Yuguang Yao
Min-Fong Hong
Sijia Liu
AI4CE
379
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0
01 Aug 2023
Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Venkata Prabhakara Sarath Nookala
Gaurav Verma
Subhabrata Mukherjee
Srijan Kumar
ELM
377
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19 Jun 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Yi-Syuan Chen
Yun-Zhu Song
Hong-Han Shuai
200
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24 Mar 2023
Model-Agnostic Meta-Learning for Natural Language Understanding Tasks in Finance
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221
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Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes
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Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
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Ruochen Zhao
Shafiq Joty
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CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models
International Conference on Software Engineering (ICSE), 2023
Changan Niu
Chuanyi Li
Vincent Ng
Bin Luo
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455
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Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Juan Zha
Zheng Li
Ying Wei
Yu Zhang
292
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Learning New Tasks from a Few Examples with Soft-Label Prototypes
Workshop on Representation Learning for NLP (RepL4NLP), 2022
Avyav Kumar Singh
Ekaterina Shutova
H. Yannakoudakis
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347
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Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios
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Zhuohao Chen
Nikolaos Flemotomos
Zac E. Imel
David C. Atkins
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207
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EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chenxi Whitehouse
Fenia Christopoulou
Ignacio Iacobacci
299
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182
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Continued Pretraining for Better Zero- and Few-Shot Promptability
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
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On the cross-lingual transferability of multilingual prototypical models across NLU tasks
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Christophe Servan
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Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation
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Zejiang Hou
Julian Salazar
George Polovets
194
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Tackling Multiple Tasks with One Single Learning Framework
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154
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29 May 2022
Learning a Better Initialization for Soft Prompts via Meta-Learning
International Joint Conference on Natural Language Processing (IJCNLP), 2022
Yukun Huang
Kun Qian
Zhou Yu
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314
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25 May 2022
Persian Natural Language Inference: A Meta-learning approach
International Conference on Computational Linguistics (COLING), 2022
Heydar Soudani
Mohammadreza Mojab
H. Beigy
217
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18 May 2022
Meta Learning for Natural Language Processing: A Survey
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Hung-yi Lee
Shang-Wen Li
Ngoc Thang Vu
392
55
0
03 May 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation
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Jindrich Libovický
Kangyang Luo
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285
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15 Dec 2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
Qianying Liu
Fei Cheng
Sadao Kurohashi
123
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10 Nov 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
Subhabrata Mukherjee
Xiaodong Liu
Guoqing Zheng
Saghar Hosseini
Hao Cheng
Greg Yang
Christopher Meek
Ahmed Hassan Awadallah
Jianfeng Gao
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178
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04 Nov 2021
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Trapit Bansal
K. Gunasekaran
Tong Wang
Tsendsuren Munkhdalai
Andrew McCallum
SSL
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196
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On sensitivity of meta-learning to support data
Mayank Agarwal
Mikhail Yurochkin
Yuekai Sun
223
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Controllable Semantic Parsing via Retrieval Augmentation
Panupong Pasupat
Yuan Zhang
Kelvin Guu
418
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16 Oct 2021
Meta-learning via Language Model In-context Tuning
Yanda Chen
Ruiqi Zhong
Sheng Zha
George Karypis
He He
608
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15 Oct 2021
Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
Chen Fan
Parikshit Ram
Sijia Liu
FedML
198
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0
15 Sep 2021
FLEX: Unifying Evaluation for Few-Shot NLP
Neural Information Processing Systems (NeurIPS), 2021
Jonathan Bragg
Arman Cohan
Kyle Lo
Iz Beltagy
456
111
0
15 Jul 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yingjun Du
Nithin Holla
Xiantong Zhen
Cees G. M. Snoek
Ekaterina Shutova
216
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0
05 Jun 2021
ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Thomas Dopierre
Christophe Gravier
Wilfried Logerais
249
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27 May 2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Meryem M'hamdi
Doo Soon Kim
Franck Dernoncourt
Trung Bui
Xiang Ren
Jonathan May
183
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20 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Qinyuan Ye
Bill Yuchen Lin
Xiang Ren
688
195
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18 Apr 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Mengzhou Xia
Guoqing Zheng
Subhabrata Mukherjee
Milad Shokouhi
Graham Neubig
Ahmed Hassan Awadallah
190
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Meta-Learning with MAML on Trees
Jezabel R. Garcia
Federica Freddi
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Jamie McGowan
Tim Nieradzik
Da-shan Shiu
Ye Tian
A. Bernacchia
193
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Few-shot Learning for Slot Tagging with Attentive Relational Network
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
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Ngoc Thang Vu
145
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Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning
IberSPEECH Conference (IberSPEECH), 2021
Rui Ribeiro
A. Abad
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Unsupervised Meta Learning for One Shot Title Compression in Voice Commerce
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Meta-Transfer Learning for Low-Resource Abstractive Summarization
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Yi-Syuan Chen
Hong-Han Shuai
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325
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Multilingual and cross-lingual document classification: A meta-learning approach
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Niels van der Heijden
H. Yannakoudakis
Pushkar Mishra
Ekaterina Shutova
VLM
292
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Meta-Learning for Effective Multi-task and Multilingual Modelling
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Ishan Tarunesh
Sushil Khyalia
Vishwajeet Kumar
Ganesh Ramakrishnan
Preethi Jyothi
257
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Few Shot Dialogue State Tracking using Meta-learning
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Saket Dingliwal
Bill Gao
Sanchit Agarwal
Chien-Wei Lin
Tagyoung Chung
Dilek Z. Hakkani-Tür
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340
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17 Jan 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Shuai Lin
Pan Zhou
Xiaodan Liang
Jianheng Tang
Ruihui Zhao
Ziliang Chen
Liang Lin
MedIm
211
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22 Dec 2020
Few-Shot Text Generation with Pattern-Exploiting Training
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Timo Schick
Hinrich Schütze
321
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Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yubei Xiao
Ke Gong
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Guolin Zheng
Xiaodan Liang
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270
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