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data augmentation

3,121 papers

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Also known as

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

Models Out of Line: A Fourier Lens on Distribution Shift Robustness NeurIPS 2022 MogFace: Towards a Deeper Appreciation on Face Detection CVPR 2022 Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022 MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data SemEval 2022 MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis SemEval 2022 Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022 Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions AACL 2022 MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation COLING 2022 MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection CVPR 2022 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022 MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 EMNLP 2022 Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022 Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022 NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022 NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification EMNLP 2022 Noisy Feature Mixup ICLR 2022 Non-Parallel Voice Conversion for ASR Augmentation Interspeech 2022 Novel Augmentation Schemes for Device Robust Acoustic Scene Classification Interspeech 2022 Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection ACL 2022 N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ACL 2022 NT5 at WMT 2022 General Translation Task EMNLP 2022 OCR Improves Machine Translation for Low-Resource Languages ACL 2022 One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ACL 2022 On Mixup Regularization JMLR 2022 On Synthetic Data for Back Translation NAACL 2022