Data Augmentation

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024 Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic Mining AAAI 2024 HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions CVPR 2024 HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation NeurIPS 2024 HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM NAACL 2024 Hostomytho: A GWAP for Synthetic Clinical Texts Evaluation and Annotation COLING 2024 How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP 2024 How to Solve Contextual Goal-Oriented Problems with Offline Datasets? NeurIPS 2024 Human Motion Diffusion as a Generative Prior ICLR 2024 HW-TSC’s Participation in the WMT 2024 QEAPE Task EMNLP 2024 Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NeurIPS 2024 Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024 hyy33 at WASSA 2024 Empathy and Personality Shared Task: Using the CombinedLoss and FGM for Enhancing BERT-based Models in Emotion and Empathy Prediction from Conversation Turns ACL 2024 ICC : Quantifying Image Caption Concreteness for Multimodal Dataset Curation ACL 2024 ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation EMNLP 2024 ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation CVPR 2024 Identifying Label Errors in Object Detection Datasets by Loss Inspection WACV 2024 iGraphMix: Input Graph Mixup Method for Node Classification ICLR 2024 Image Captioning with Multi-Context Synthetic Data AAAI 2024 Implications of Distance over Redistricting Maps: Central and Outlier Maps AAAI 2024 Importance-Aware Data Augmentation for Document-Level Neural Machine Translation EACL 2024 Importance-Weighted Offline Learning Done Right ALT 2024 Improved Generalization of Weight Space Networks via Augmentations ICML 2024 Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio Interspeech 2024 Improving Adversarial Data Collection by Supporting Annotators: Lessons from GAHD, a German Hate Speech Dataset NAACL 2024