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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023
Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence AAAI 2023
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking EACL 2023
An Extensive Exploration of Back-Translation in 60 Languages ACL 2023
Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting ACL 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation AAAI 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023
Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization ACL 2023
Automatic Transcription of Handwritten Old Occitan Language EMNLP 2023
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation EMNLP 2023
Byte Pair Encoding for Symbolic Music EMNLP 2023
Automatic Exploration of Optimal Data Processing Operations for Sound Data Augmentation Using Improved Differentiable Automatic Data Augmentation INTERSPEECH 2023
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection EMNLP 2023
Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023
MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023
Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks ACL 2023
An Effective Approach for Informational and Lexical Bias Detection EACL 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023
Emotion Classification with EEG Responses Evoked by Emotional Prosody of Speech INTERSPEECH 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023
Group GMM-ResNet for Detection of Synthetic Speech Attacks INTERSPEECH 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023