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data augmentation

3,121 papers

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DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

White-box Testing of NLP models with Mask Neuron Coverage NAACL 2022 Who Is Your Right Mixup Partner in Positive and Unlabeled Learning ICLR 2022 Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022 WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification Interspeech 2022 Word-level Perturbation Considering Word Length and Compositional Subwords ACL 2022 Yet@SMM4H’22: Improved BERT-based classification models with Rdrop and PolyLoss COLING 2022 You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022 ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System NAACL 2022 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning ICLR 2021 A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist EACL 2021 A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition Interspeech 2021 A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests EACL 2021 A Continuous Mapping For Augmentation Design NeurIPS 2021 Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation EACL 2021 Adapting Coreference Resolution for Processing Violent Death Narratives NAACL 2021 Adaptive Data Augmentation on Temporal Graphs NeurIPS 2021 A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021 Adversarial Data Augmentation for Disordered Speech Recognition Interspeech 2021 AEDA: An Easier Data Augmentation Technique for Text Classification EMNLP 2021 AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021 A Fourier-Based Framework for Domain Generalization CVPR 2021 AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles ACL 2021 AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021