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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Handling Syntactic Divergence in Low-resource Machine Translation IJCNLP 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction IJCNLP 2019
Contextual Text Denoising with Masked Language Model EMNLP 2019
An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019
Generative Modeling for Small-Data Object Detection ICCV 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019
MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty MIDL 2019
UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data SEMEVAL 2019
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition INTERSPEECH 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information IJCNLP 2019
A Dataset of Multi-Illumination Images in the Wild ICCV 2019
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019
Improving Robustness of Machine Translation with Synthetic Noise NAACL 2019
End-to-End Speaker Identification in Noisy and Reverberant Environments Using Raw Waveform Convolutional Neural Networks INTERSPEECH 2019
PROMT Systems for WMT 2019 Shared Translation Task ACL 2019
A Robust Framework for Acoustic Scene Classification INTERSPEECH 2019
The Contribution of Lip Protrusion to Anglo-English /r/: Evidence from Hyper- and Non-Hyperarticulated Speech INTERSPEECH 2019
The DKU-LENOVO Systems for the INTERSPEECH 2019 Computational Paralinguistic Challenge INTERSPEECH 2019
DataWig: Missing Value Imputation for Tables JMLR 2019
Learning Dynamic Context Augmentation for Global Entity Linking EMNLP 2019
Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation AAAI 2019
FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data IJCAI 2019
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language ACL 2019
MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019