Data Augmentation

Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023 Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction ACL 2023 KIT’s Multilingual Speech Translation System for IWSLT 2023 ACL 2023 Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors MIDL 2023 Label efficient semi-supervised conversational intent classification ACL 2023 Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023 LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation AAAI 2023 Language Agnostic Data-Driven Inverse Text Normalization Interspeech 2023 Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias NeurIPS 2023 Lattice Path Edit Distance: A Romanization-aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs EMNLP 2023 Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SemEval 2023 Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning NeurIPS 2023 Learning by Analogy: Diverse Questions Generation in Math Word Problem ACL 2023 Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows ICML 2023 Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition Interspeech 2023 Learning Debiased Representations via Conditional Attribute Interpolation CVPR 2023 Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023 Learning Sample Relationship for Exposure Correction CVPR 2023 Learning to Rank Generation with Pairwise Partial Rewards EMNLP 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 Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition NeurIPS 2023 LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization CVPR 2023 Lessons Learned from a Citizen Science Project for Natural Language Processing EACL 2023