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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

A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training NIPS 2022
EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022
Perturbation Augmentation for Fairer NLP EMNLP 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 EMNLP 2022
Improving Code-switched ASR with Linguistic Information COLING 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis COLING 2022
UTNLP at SemEval-2022 Task 6: A Comparative Analysis of Sarcasm Detection Using Generative-based and Mutation-based Data Augmentation SEMEVAL 2022
Learning to Learn Transferable Attack AAAI 2022
3D Common Corruptions and Data Augmentation CVPR 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems EMNLP 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NIPS 2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector EMNLP 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation NAACL 2022
Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm SEMEVAL 2022
Aug-NeRF: Training Stronger Neural Radiance Fields With Triple-Level Physically-Grounded Augmentations CVPR 2022
akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection SEMEVAL 2022
Probabilistic spatial transformer networks UAI 2022
Offline Reinforcement Learning with Reverse Model-based Imagination NIPS 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021
Unleash GPT-2 Power for Event Detection ACL 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes ACL 2021