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data augmentation

3037 papers

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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

Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021
Dataset Condensation with Differentiable Siamese Augmentation ICML 2021
Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021
AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021
SuperMix: Supervising the Mixing Data Augmentation CVPR 2021
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP 2021
HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task EMNLP 2021
PROMT Systems for WMT21 Terminology Translation Task EMNLP 2021
Lingua Custodia’s Participation at the WMT 2021 Machine Translation Using Terminologies Shared Task EMNLP 2021
The LMU Munich System for the WMT 2021 Large-Scale Multilingual Machine Translation Shared Task EMNLP 2021
MMTAfrica: Multilingual Machine Translation for African Languages EMNLP 2021
Tencent Translation System for the WMT21 News Translation Task EMNLP 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021
Multilingual Paraphrase Generation For Bootstrapping New Features in Task-Oriented Dialog Systems EMNLP 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021
[RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021
[RETRACTED] DMix: Distance Constrained Interpolative Mixup EMNLP 2021
Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021
Sister Help: Data Augmentation for Frame-Semantic Role Labeling EMNLP 2021
Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021 EMNLP 2021
On Generalization in Coreference Resolution EMNLP 2021
Data Augmentation Methods for Anaphoric Zero Pronouns EMNLP 2021