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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

Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 Two-Level Data Augmentation for Calibrated Multi-View Detection WACV 2023 UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SemEval 2023 Understanding and Mitigating Copying in Diffusion Models NeurIPS 2023 Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection EMNLP 2023 Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation NeurIPS 2023 Understanding the detrimental class-level effects of data augmentation NeurIPS 2023 UniBoe’s at SemEval-2023 Task 10: Model-Agnostic Strategies for the Improvement of Hate-Tuned and Generative Models in the Classification of Sexist Posts SemEval 2023 Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation AAAI 2023 UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR Interspeech 2023 Universal Adaptive Data Augmentation IJCAI 2023 Use Your Head: Improving Long-Tail Video Recognition CVPR 2023 Ushoshi2023 at BLP-2023 Task 2: A Comparison of Traditional to Advanced Linguistic Models to Analyze Sentiment in Bangla Texts EMNLP 2023 Using Text Injection to Improve Recognition of Personal Identifiers in Speech Interspeech 2023 VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia SemEval 2023 Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023 Vision Language Navigation with Knowledge-driven Environmental Dreamer IJCAI 2023 Visualizing Data Augmentation in Deep Speaker Recognition Interspeech 2023 WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks SemEval 2023 What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection EACL 2023 When and how to paraphrase for named entity recognition? ACL 2023 When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023 When to Learn What: Model-Adaptive Data Augmentation Curriculum ICCV 2023 Why Is the Winner the Best? CVPR 2023