conftrace_

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

A Multimodal French Corpus of Aligned Speech, Text, and Pictogram Sequences for Speech-to-Pictogram Machine Translation COLING 2024 Analyzing Diffusion Models on Synthesizing Training Datasets ACML 2024 An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation COLING 2024 An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024 An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024 An investigation of time reversal symmetry in reinforcement learning L4DC 2024 Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024 A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction IJCAI 2024 A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024 Appearance-Based Curriculum for Semi-Supervised Learning With Multi-Angle Unlabeled Data WACV 2024 A Recipe for Improved Certifiable Robustness ICLR 2024 Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024 Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024 Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024 A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NeurIPS 2024 Asking and Answering Questions to Extract Event-Argument Structures COLING 2024 ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation COLING 2024 ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations ACL 2024 A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024 A Study of the Class Imbalance Problem in Abusive Language Detection NAACL 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024 AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images ICLR 2024 Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models WACV 2024 AUTH at BioLaySumm 2024: Bringing Scientific Content to Kids ACL 2024 AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes EACL 2024