data augmentation

Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition Interspeech 2023 Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech Interspeech 2023 Learning Fair Graph Representations via Automated Data Augmentations ICLR 2023 Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023 Learning Multimodal Data Augmentation in Feature Space ICLR 2023 Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023 Learning to Transform for Generalizable Instance-wise Invariance ICCV 2023 Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023 LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization CVPR 2023 Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023 Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023 LexSym: Compositionality as Lexical Symmetry ACL 2023 Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field CVPR 2023 LLM-powered Data Augmentation for Enhanced Cross-lingual Performance EMNLP 2023 LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023 Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue EMNLP 2023 Lookaround Optimizer: k steps around, 1 step average NeurIPS 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL NeurIPS 2023 Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit ICML 2023 Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023 Low-resource grapheme-to-phoneme mapping with phonetically-conditioned transfer ACL 2023 Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023 Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages SemEval 2023 MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors ICLR 2023 Measuring the Impact of Data Augmentation Methods for Extremely Low-Resource NMT EACL 2023