← 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

Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation ACL 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023
HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media ACL 2023
SinaAI at SemEval-2023 Task 3: A Multilingual Transformer Language Model-based Approach for the Detection of News Genre, Framing and Persuasion Techniques ACL 2023
NAP at SemEval-2023 Task 3: Is Less Really More? (Back-)Translation as Data Augmentation Strategies for Detecting Persuasion Techniques ACL 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023
Target-Side Augmentation for Document-Level Machine Translation ACL 2023
Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data EMNLP 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods ACL 2023
Sample Efficiency of Data Augmentation Consistency Regularization AISTATS 2023
SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023
Understanding and Mitigating Copying in Diffusion Models NIPS 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks ACL 2023
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture AAAI 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023