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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 SEMEVAL 2022
ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity SEMEVAL 2022
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data SEMEVAL 2022
Plumeria at SemEval-2022 Task 6: Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation SEMEVAL 2022
IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity SEMEVAL 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla SEMEVAL 2022
UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition SEMEVAL 2022
Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task SEMEVAL 2022
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SEMEVAL 2022
Last Layer Marginal Likelihood for Invariance Learning AISTATS 2022
An Unsupervised Hunt for Gravitational Lenses AISTATS 2022
Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation WACV 2022
Ortho-Shot: Low Displacement Rank Regularization With Data Augmentation for Few-Shot Learning WACV 2022
Data InStance Prior (DISP) in Generative Adversarial Networks WACV 2022
Meta Approach to Data Augmentation Optimization WACV 2022
Human-Aided Saliency Maps Improve Generalization of Deep Learning WACV 2022
Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization WACV 2022
Class-Balanced Active Learning for Image Classification WACV 2022
BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset COLING 2022
Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model COLING 2022
The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia COLING 2022
Benefiting from Language Similarity in the Multilingual MT Training: Case Study of Indonesian and Malaysian COLING 2022
Syntax-driven Data Augmentation for Named Entity Recognition COLING 2022
MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022
FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition COLING 2022