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data augmentation

3052 papers

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DA

Co-occurring keywords

text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023
GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023
Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies EACL 2023
Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023
Data Augmentation for Low-Resource Keyphrase Generation ACL 2023
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ACL 2023
I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task ACL 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation AAAI 2023
Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation ACL 2023
HULAT at SemEval-2023 Task 9: Data Augmentation for Pre-trained Transformers Applied to Multilingual Tweet Intimacy Analysis ACL 2023
HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media ACL 2023
Multiple Evidence Combination for Fact-Checking of Health-Related Information ACL 2023
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning INTERSPEECH 2022
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies ICLR 2022
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022
Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022
Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022