data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Frequency-mix Knowledge Distillation for Fake Speech Detection INTERSPEECH 2024

A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition INTERSPEECH 2024

ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR INTERSPEECH 2024

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness NAACL 2024

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024

Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024

PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness NAACL 2024

Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation NAACL 2024

Object-Aware Domain Generalization for Object Detection AAAI 2024

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024

Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024

BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge NAACL 2024

CYUT at SemEval-2024 Task 7: A Numerals Augmentation and Feature Enhancement Approach to Numeral Reading Comprehension NAACL 2024

Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024

PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024

Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024

Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing AAAI 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

CTYUN-AI at SemEval-2024 Task 7: Boosting Numerical Understanding with Limited Data Through Effective Data Alignment NAACL 2024

Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024

An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024

TüDuo at SemEval-2024 Task 2: Flan-T5 and Data Augmentation for Biomedical NLI NAACL 2024

Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser NAACL 2024