← 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

An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding COLING 2022
Unsupervised Question Answering via Answer Diversifying COLING 2022
Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022
Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models INTERSPEECH 2022
TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder INTERSPEECH 2022
Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores INTERSPEECH 2022
Mixup regularization strategies for spoofing countermeasure system INTERSPEECH 2022
SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
Data Augmentation with Dual Training for Offensive Span Detection NAACL 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022
Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation INTERSPEECH 2022
Improving negation detection with negation-focused pre-training NAACL 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
Learning to Generate Examples for Semantic Processing Tasks NAACL 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification NAACL 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL 2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization NAACL 2022
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022