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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

Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022 Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation Interspeech 2022 Lie Point Symmetry Data Augmentation for Neural PDE Solvers ICML 2022 Lightweight Contextual Logical Structure Recovery COLING 2022 Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022 LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SemEval 2022 Local Augmentation for Graph Neural Networks ICML 2022 Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022 Logit Mixing Training for More Reliable and Accurate Prediction IJCAI 2022 Logit Perturbation AAAI 2022 Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation Interspeech 2022 Low-Resource NER by Data Augmentation With Prompting IJCAI 2022 Low-Resource Neural Machine Translation: A Case Study of Cantonese COLING 2022 MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation AACL 2022 MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022 Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction EMNLP 2022 Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning ICLR 2022 Measuring and Mitigating Name Biases in Neural Machine Translation ACL 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 MEMO: Test Time Robustness via Adaptation and Augmentation NeurIPS 2022 Meta Approach to Data Augmentation Optimization WACV 2022 Mitigating bias against non-native accents Interspeech 2022 Mixup regularization strategies for spoofing countermeasure system Interspeech 2022 Model-Based Image Signal Processors via Learnable Dictionaries AAAI 2022