data augmentation

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024 SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection ACL 2024 Symmetries in Overparametrized Neural Networks: A Mean Field View NeurIPS 2024 Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA CVPR 2024 Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ACL 2024 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024 Synthetic-Error Augmented Parsing of Swedish as a Second Language: Experiments with Word Order COLING 2024 TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NeurIPS 2024 Table Question Answering for Low-resourced Indic Languages EMNLP 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024 Targeted Augmentation for Low-Resource Event Extraction NAACL 2024 Task Oriented In-Domain Data Augmentation EMNLP 2024 TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024 Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text SemEval 2024 Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NeurIPS 2024 Text Filtering Classifiers for Medium-Resource Languages COLING 2024 TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields CVPR 2024 ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents ACL 2024 The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective JMLR 2024 The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024 The SETU-ADAPT Submission for WMT 24 Biomedical Shared Task EMNLP 2024 Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers ICML 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles ACL 2024