← Keywords

data augmentation

3037 papers

Explore in graph

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

Cross-modality Data Augmentation for End-to-End Sign Language Translation EMNLP 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023
UniBoe’s at SemEval-2023 Task 10: Model-Agnostic Strategies for the Improvement of Hate-Tuned and Generative Models in the Classification of Sexist Posts SEMEVAL 2023
FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation SEMEVAL 2023
Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SEMEVAL 2023
WKU_NLP at SemEval-2023 Task 9: Translation Augmented Multilingual Tweet Intimacy Analysis ACL 2023
Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data EMNLP 2023
NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset ACL 2023
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages ACL 2023
Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer IJCAI 2023
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation IJCAI 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023
Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation SEMEVAL 2023
CGS: Coupled Growth and Survival Model with Cohort Fairness IJCAI 2023
HULAT at SemEval-2023 Task 9: Data Augmentation for Pre-trained Transformers Applied to Multilingual Tweet Intimacy Analysis SEMEVAL 2023
TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023
AudioQR: Deep Neural Audio Watermarks For QR Code IJCAI 2023
Recent Advances in Direct Speech-to-text Translation IJCAI 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Pseudo-label Alignment for Semi-supervised Instance Segmentation ICCV 2023
LexSym: Compositionality as Lexical Symmetry ACL 2023
GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023
Domain Generalization via Balancing Training Difficulty and Model Capability ICCV 2023
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning ICCV 2023