data augmentation

ManWav: The First Manchu ASR Model ACL 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation UAI 2024 MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024 MemeMind at ArAIEval Shared Task: Generative Augmentation and Feature Fusion for Multimodal Propaganda Detection in Arabic Memes through Advanced Language and Vision Models ACL 2024 MIDAS: Mixing Ambiguous Data With Soft Labels for Dynamic Facial Expression Recognition WACV 2024 Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024 MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering ACL 2024 Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ACL 2024 Mitigating Translationese in Low-resource Languages: The Storyboard Approach COLING 2024 Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024 Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin COLING 2024 Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach COLING 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models NAACL 2024 Mustango: Toward Controllable Text-to-Music Generation NAACL 2024 NEFTune: Noisy Embeddings Improve Instruction Finetuning ICLR 2024 Neural Compression Augmentation for Contrastive Audio Representation Learning Interspeech 2024 NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024 NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024 Nostra Domina at EvaLatin 2024: Improving Latin Polarity Detection through Data Augmentation COLING 2024 NumDecoders at SemEval-2024 Task 7: FlanT5 and GPT enhanced with CoT for Numerical Reasoning SemEval 2024 NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials SemEval 2024 Object-Aware Domain Generalization for Object Detection AAAI 2024