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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

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
Logit Mixing Training for More Reliable and Accurate Prediction IJCAI 2022
Low-Resource NER by Data Augmentation With Prompting IJCAI 2022
Articulatory Synthesis for Data Augmentation in Phoneme Recognition INTERSPEECH 2022
End-to-end speech recognition modeling from de-identified data INTERSPEECH 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech INTERSPEECH 2022
Data Augmentation for Low-Resource Quechua ASR Improvement INTERSPEECH 2022
Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees INTERSPEECH 2022
UNet-DenseNet for Robust Far-Field Speaker Verification INTERSPEECH 2022