data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Target-Side Augmentation for Document-Level Machine Translation ACL 2023

AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation ACL 2023

HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023

HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model ACL 2023

Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023

NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection ACL 2023

Improving multimodal datasets with image captioning NIPS 2023

Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023

When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023

MMT’s Submission for the WMT 2023 Quality Estimation Shared Task EMNLP 2023

AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023

Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023

Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023

Rethinking Translation Memory Augmented Neural Machine Translation ACL 2023

Improving the Robustness of Summarization Systems with Dual Augmentation ACL 2023

SigMoreFun Submission to the SIGMORPHON Shared Task on Interlinear Glossing ACL 2023

Cross Encoding as Augmentation: Towards Effective Educational Text Classification ACL 2023

HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023

Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations INTERSPEECH 2023

Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023

Text Style Transfer Back-Translation ACL 2023

Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023

Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation INTERSPEECH 2023

Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023

Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation NIPS 2023