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

UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions NAACL 2024

An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation COLING 2024

Mitigating Translationese in Low-resource Languages: The Storyboard Approach COLING 2024

Diffusion Based Counterfactual Augmentation for Dual Sentiment Classification COLING 2024

DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024

ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation COLING 2024

Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ACL 2024

CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems ACL 2024

Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NIPS 2024

Overcoming Early Saturation on Low-Resource Languages in Multilingual Dependency Parsing COLING 2024

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

Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification COLING 2024

Improving Cross-Lingual CSR Classification Using Pretrained Transformers with Variable Selection Networks and Data Augmentation COLING 2024

Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024

S3AD: Semi-Supervised Small Apple Detection in Orchard Environments WACV 2024

Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NIPS 2024

LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task COLING 2024

Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation COLING 2024

Defending Object Detection Models Against Image Distortions WACV 2024

Learning To Generate Training Datasets for Robust Semantic Segmentation WACV 2024

SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024

Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024

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

Label Augmentation As Inter-Class Data Augmentation for Conditional Image Synthesis With Imbalanced Data WACV 2024

Exploring the Impact of Rendering Method and Motion Quality on Model Performance When Using Multi-View Synthetic Data for Action Recognition WACV 2024