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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

Summarization-based Data Augmentation for Document Classification EMNLP 2023 Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023 SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023 Synthcity: a benchmark framework for diverse use cases of tabular synthetic data NeurIPS 2023 Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023 Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations EMNLP 2023 Synthetic Experience Replay NeurIPS 2023 Synthetic Latent Fingerprint Generator WACV 2023 Synthetic Pre-Training Tasks for Neural Machine Translation ACL 2023 TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023 Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023 Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023 Target-Side Augmentation for Document-Level Machine Translation ACL 2023 Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023 Teaching What You Should Teach: A Data-Based Distillation Method IJCAI 2023 Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023 Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023 Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques. EMNLP 2023 Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023 Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023 Text Style Transfer Back-Translation ACL 2023 The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image ICLR 2023 The Benefits of Mixup for Feature Learning ICML 2023 The Curious Case of Benign Memorization ICLR 2023