# References


- **Dataset**
	- Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev and Percy Liang. 2016, [SQuAD: 100,000+ Questions for Machine Comprehension of Text](https://arxiv.org/abs/1606.05250)
	- Pranav Rajpurkar, Robin Jia and Percy Liang. 2018, [Know What You Don't Know: Unanswerable Questions for SQuAD](https://arxiv.org/abs/1806.03822)
	- Victor Zhong, Caiming Xiong, and Richard Socher. 2017, [Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning](http://arxiv.org/abs/1709.00103)
- **Model**
   - Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi and Hannaneh Hajishirzi. 2016, [Bidirectional Attention Flow for Machine Comprehension](https://arxiv.org/abs/1611.01603)
   - Danqi Chen, Adam Fisch, Jason Weston and Antoine Bordes. 2017, [Reading Wikipedia to Answer Open-Domain Questions](https://arxiv.org/abs/1704.00051)
   - Christopher Clark and Matt Gardner. 2017, [Simple and Effective Multi-Paragraph Reading Comprehension](https://arxiv.org/abs/1710.10723)
   - Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi and Quoc V. Le. 2018, [QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension](https://arxiv.org/abs/1804.09541)
   - Jacob Devlin, Ming-Wei Chang, Kenton Lee and Kristina Toutanova. 2018, [BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805)
   - Xiaojun Xu, Chang Liu and Dawn Song. 2017, [SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning](https://arxiv.org/abs/1711.04436)
- **Token**
   - Yoon Kim,. 2014, [Convolutional Neural Networks for Sentence Classification](https://arxiv.org/abs/1408.5882)
	- B. McCann, J. Bradbury, C. Xiong, R. Socher, [Learned in Translation: Contextualized Word Vectors](http://papers.nips.cc/paper/7209-learned-in-translation-contextualized-word-vectors.pdf)
	- P. Bojanowski, E. Grave, A. Joulin, T. Mikolov, [Enriching Word Vectors with Subword Information](https://arxiv.org/abs/1607.04606)
   - Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee and Luke Zettlemoyer. 2018, [Deep contextualized word representations](https://arxiv.org/abs/1802.05365)
- **Other Framework**
    - Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz and Luke S. Zettlemoyer. 2017, [AllenNLP: A Deep Semantic Natural Language Processing Platform](https://www.semanticscholar.org/paper/AllenNLP%3A-A-Deep-Semantic-Natural-Language-Platform-Gardner-Grus/a5502187140cdd98d76ae711973dbcdaf1fef46d)
    - Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart and Alexander M. Rush [OpenNMT: Neural Machine Translation Toolkit](https://arxiv.org/pdf/1805.11462)