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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation EACL 2021
MATILDA - Multi-AnnoTator multi-language InteractiveLight-weight Dialogue Annotator EACL 2021
Text Simplification by Tagging EACL 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021
Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation EACL 2021
Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021
Data Augmentation for Hypernymy Detection EACL 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021
Domain Expert Platform for Goal-Oriented Dialog Collection EACL 2021
MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification IJCAI 2021
Quantifying Appropriateness of Summarization Data for Curriculum Learning EACL 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation ICCV 2021
Data Strategies for Low-Resource Grammatical Error Correction EACL 2021
Query Generation for Multimodal Documents EACL 2021
Two-stage Training for Learning from Label Proportions IJCAI 2021
TF-Blender: Temporal Feature Blender for Video Object Detection ICCV 2021
Russian Paraphrasers: Paraphrase with Transformers EACL 2021
Consistency Regularization for Cross-Lingual Fine-Tuning IJCNLP 2021
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings IJCNLP 2021
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation IJCNLP 2021
The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021 IJCNLP 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task IJCNLP 2021
PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge INTERSPEECH 2021
Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models INTERSPEECH 2021