← Application Areas
Machine Learning › Application Areas ›

Data Augmentation

3622 directly classified papers

Papers per year

Papers

Multilinguality or Back-translation? A Case Study with Estonian COLING 2024
Multi-TA: Multilevel Temporal Augmentation for Robust Septic Shock Early Prediction IJCAI 2024
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM NAACL 2024
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation IJCAI 2024
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels NAACL 2024
What should Baby Models read? Exploring Sample-Efficient Data Composition on Model Performance CONLL 2024
WhatIf: Leveraging Word Vectors for Small-Scale Data Augmentation CONLL 2024
NLP_STR_teamS at SemEval-2024 Task1: Semantic Textual Relatedness based on MASK Prediction and BERT Model NAACL 2024
Interpretable data-driven model predictive control of building energy systems using SHAP L4DC 2024
Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution NAACL 2024
Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin COLING 2024
A Survey on Neural Question Generation: Methods, Applications, and Prospects IJCAI 2024
ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024
Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation NAACL 2024
Exploring the impact of noise in low-resource ASR for Tamil EACL 2024
Compilation of a Synthetic Judeo-French Corpus EACL 2024
UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024
LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models NAACL 2024
Synonym relations affect object detection learned on vision-language data NAACL 2024
Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024
Simple and effective data augmentation for compositional generalization NAACL 2024