← 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

CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 NAACL 2022
ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity NAACL 2022
Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores NAACL 2022
JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods NAACL 2022
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities NAACL 2022
White-box Testing of NLP models with Mask Neuron Coverage NAACL 2022
BIT-Xiaomi’s System for AutoSimTrans 2022 NAACL 2022
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data NAACL 2022
Plumeria at SemEval-2022 Task 6: Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation NAACL 2022
IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity NAACL 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla NAACL 2022
UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition NAACL 2022
Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task NAACL 2022
Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation NAACL 2022
Compositional Generalization for Kinship Prediction through Data Augmentation NAACL 2022
Generating Complement Data for Aspect Term Extraction with GPT-2 NAACL 2022
When and How Mixup Improves Calibration ICML 2022
On the Effects of Artificial Data Modification ICML 2022
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization ICML 2022
Local Augmentation for Graph Neural Networks ICML 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022
Early Diagnosis of Lyme Disease by Recognizing Erythema Migrans Skin Lesion from Images Utilizing Deep Learning Techniques IJCAI 2022
Data Augmentation for Learning to Play in Text-Based Games IJCAI 2022
Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022