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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Counterfactual Dialog Mixing as Data Augmentation for Task-Oriented Dialog Systems COLING 2024
Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment AAAI 2024
Limitations of Face Image Generation AAAI 2024
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity COLING 2024
PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024
Contribution of Move Structure to Automatic Genre Identification: An Annotated Corpus of French Tourism Websites COLING 2024
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NIPS 2024
Learning from Wrong Predictions in Low-Resource Neural Machine Translation COLING 2024
Cost-Effective Discourse Annotation in the Prague Czech–English Dependency Treebank COLING 2024
Quilt: Robust Data Segment Selection against Concept Drifts AAAI 2024
Interpretable data-driven model predictive control of building energy systems using SHAP L4DC 2024
Code-Mixed Text Augmentation for Latvian ASR COLING 2024
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages COLING 2024
ChatHF: Collecting Rich Human Feedback from Real-time Conversations EMNLP 2024
NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024
Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024
Controllable Paraphrase Generation for Semantic and Lexical Similarities COLING 2024
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024
Data Augmentation for Speech-Based Diacritic Restoration ACL 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators ACL 2024
An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation ACL 2024
RGBT-Dog: A Parametric Model and Pose Prior for Canine Body Analysis Data Creation WACV 2024