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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

Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking EMNLP 2019
SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task EMNLP 2019
Supervised neural machine translation based on data augmentation and improved training & inference process EMNLP 2019
Enhanced Transformer Model for Data-to-Text Generation EMNLP 2019
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks EMNLP 2019
Abstract Text Summarization: A Low Resource Challenge EMNLP 2019
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification NAACL 2019
Improving Robustness of Machine Translation with Synthetic Noise NAACL 2019
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation ACL 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study ACL 2019
Speaker Augmentation and Bandwidth Extension for Deep Speaker Embedding INTERSPEECH 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension ACL 2019
Improving the Robustness of Question Answering Systems to Question Paraphrasing ACL 2019
The University of Sydney’s Machine Translation System for WMT19 ACL 2019
Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages EMNLP 2019
Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification ACL 2019
Tüpa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing SEMEVAL 2019
Image Block Augmentation for One-Shot Learning AAAI 2019
HATERecognizer at SemEval-2019 Task 5: Using Features and Neural Networks to Face Hate Recognition SEMEVAL 2019
SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing SEMEVAL 2019
Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding NAACL 2019