1 S. Edunov, "Understanding Back-Translation at Scale" 489-500, 2018
2 X. Jiao, "TinyBERT: Distilling BERT for Natural Language Understanding" 4163-4174, 2020
3 A. Riabi, "Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering"
4 P. Rajpurkar, "SQuAD: 100, 000+ Questions for Machine Comprehension of Text" 2383-2392, 2016
5 L. Wan, "Regularization of Neural Networks using DropConnect" 1058-1066, 2013
6 A. W. Yu, "QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension" 2018
7 D. C. Ciresan, "Multi-column deep neural networks for image classification" 3642-3649, 2012
8 T. Nguyen, "MS MARCO:A Human Generated Machine Reading Comprehension Dataset"
9 A. Asai, "Logic guided data augmentation and regularization for consistent question answering" ACL 5642-5650, 2020
10 Z. Yang, "HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering" 2369-2380, 2018
1 S. Edunov, "Understanding Back-Translation at Scale" 489-500, 2018
2 X. Jiao, "TinyBERT: Distilling BERT for Natural Language Understanding" 4163-4174, 2020
3 A. Riabi, "Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering"
4 P. Rajpurkar, "SQuAD: 100, 000+ Questions for Machine Comprehension of Text" 2383-2392, 2016
5 L. Wan, "Regularization of Neural Networks using DropConnect" 1058-1066, 2013
6 A. W. Yu, "QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension" 2018
7 D. C. Ciresan, "Multi-column deep neural networks for image classification" 3642-3649, 2012
8 T. Nguyen, "MS MARCO:A Human Generated Machine Reading Comprehension Dataset"
9 A. Asai, "Logic guided data augmentation and regularization for consistent question answering" ACL 5642-5650, 2020
10 Z. Yang, "HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering" 2369-2380, 2018
11 J. Pennington, "Glove:Global vectors for word representation" 1532-1543, 2014
12 J. Wei, "EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks" 6381-6387, 2019
13 A. Anaby-Tavor, "Do Not Have Enough Data? Deep Learning to the Rescue!" AAAI 7383-7390, 2020
14 V. Karpukhin, "Dense Passage Retrieval for Open-Domain Question Answering" 6769-6781, 2020
15 V. Kumar, "Data augmentation using pre-trained transformer models"
16 A. Abdelkawi, "Complex Query Augmentation for Question Answering Over Knowledge Graphs" 571-587, 2019
17 P. Y. Simard, "Best practices for convolutional neural networks applied to visual document analysis" 958-963, 2003
18 J. Devlin, "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding" 4171-4186, 2019
19 S. Longpre, "An exploration of data augmentation and sampling techniques for domain-agnostic question answering"
20 I. Sato, "APAC:Augmented PAttern Classification with Neural Networks"
21 Z. Lan, "ALBERT: A Lite BERT for Self-supervised Learning of Language Representations" 2020