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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL 2024
Ctyun AI at BioLaySumm: Enhancing Lay Summaries of Biomedical Articles Through Large Language Models and Data Augmentation ACL 2024
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis INTERSPEECH 2024
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024
I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data AAAI 2024
Plug-In Diffusion Model for Sequential Recommendation AAAI 2024
Limitations of Face Image Generation AAAI 2024
Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024
Is a Large Language Model a Good Annotator for Event Extraction? AAAI 2024
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024
Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024
Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024
Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024
PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024
ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024
Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024
UM IWSLT 2024 Low-Resource Speech Translation: Combining Maltese and North Levantine Arabic ACL 2024