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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

Real Time Speech Enhancement in the Waveform Domain INTERSPEECH 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment EMNLP 2020
PATQUEST: Papago Translation Quality Estimation EMNLP 2020
Noising Scheme for Data Augmentation in Automatic Post-Editing EMNLP 2020
CN-HIT-MI.T at SemEval-2020 Task 8: Memotion Analysis Based on BERT COLING 2020
Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020
Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020
Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages COLING 2020
Augmenting NLP models using Latent Feature Interpolations COLING 2020
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers COLING 2020
ADAPT at SR’20: How Preprocessing and Data Augmentation Help to Improve Surface Realization COLING 2020
SMM4H Shared Task 2020 - A Hybrid Pipeline for Identifying Prescription Drug Abuse from Twitter: Machine Learning, Deep Learning, and Post-Processing COLING 2020
Adversarial Transformations for Semi-Supervised Learning AAAI 2020
TextAttack: Lessons learned in designing Python frameworks for NLP EMNLP 2020
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data EMNLP 2020
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection EMNLP 2020
More Bang for Your Buck: Natural Perturbation for Robust Question Answering EMNLP 2020
WMD at SemEval-2020 Tasks 7 and 11: Assessing Humor and Propaganda Using Unsupervised Data Augmentation COLING 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
BLCU-NLP at SemEval-2020 Task 5: Data Augmentation for Efficient Counterfactual Detecting COLING 2020
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets EMNLP 2020
Improved Noisy Student Training for Automatic Speech Recognition INTERSPEECH 2020
HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech Detection COLING 2020
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances COLING 2020