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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

Delexicalized Paraphrase Generation COLING 2020 Detecting and Counting Overlapping Speakers in Distant Speech Scenarios Interspeech 2020 Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020 Dialog State Tracking with Reinforced Data Augmentation AAAI 2020 Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data EMNLP 2020 Differentiable Augmentation for Data-Efficient GAN Training NeurIPS 2020 Distribution Augmentation for Generative Modeling ICML 2020 Diversifying Dialogue Generation with Non-Conversational Text ACL 2020 Domain Transfer based Data Augmentation for Neural Query Translation COLING 2020 Do Not Have Enough Data? Deep Learning to the Rescue! AAAI 2020 Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation WACV 2020 ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation SemEval 2020 Effective Data Augmentation with Multi-Domain Learning GANs AAAI 2020 End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020 End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020 ACL 2020 Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020 Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network Interspeech 2020 Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020 Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation NeurIPS 2020 Exploring Transformers for Large-Scale Speech Recognition Interspeech 2020 Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data EMNLP 2020 Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020 Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation NeurIPS 2020 Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020 FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts COLING 2020