← Keywords

data augmentation

3037 papers

Explore in graph

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 Fourier-Based Framework for Domain Generalization CVPR 2021
Regularization Strategy for Point Cloud via Rigidly Mixed Sample CVPR 2021
Augmentation Strategies for Learning With Noisy Labels CVPR 2021
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation EMNLP 2021
Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation EMNLP 2021
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation SEMEVAL 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation SEMEVAL 2021
LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation SEMEVAL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training ACL 2021
DecAug: Augmenting HOI Detection via Decomposition AAAI 2021
CamouFinder: Finding Camouflaged Instances in Images AAAI 2021
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training ACL 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP 2021
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation SEMEVAL 2021
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information EMNLP 2021
Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech EMNLP 2021
Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021
AEDA: An Easier Data Augmentation Technique for Text Classification EMNLP 2021
Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization EMNLP 2021
ChainCQG: Flow-Aware Conversational Question Generation EACL 2021