Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering

Roberta: A robustly optimized bert pretraining approach

Original

Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907

Earlier work this paper cites.

HuggingFace’s Transformers: State-of-the-art Natural Language Processing

Original

Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R’emi Louf, Morgan Funtowicz, and Jamie Brew. 2019 · 1910

Earlier work this paper cites.

SQuAD: 100,000+ questions for machine comprehension of text

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Earlier work this paper cites.

Semi-supervised QA with generative domain-adaptive nets

Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, and William Cohen. 2017 · 2017

Earlier work this paper cites.

Supervised and unsupervised transfer learning for question answering

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Simple and effective semi-supervised question answering

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Multi-perspective context aggregation for semi-supervised cloze-style reading comprehension

Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, and Jingming Liu. 2018 · 2018

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Synthetic QA corpora generation with roundtrip consistency

Chris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, and Michael Collins. 2019 · 2019

Cited alongside, same era.

BERT: Pre-training of deep bidirectional transformers for language understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

Later among the works it cites.

Natural questions: A benchmark for question answering research

Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov. 2019 · 2019

Later among the works it cites.

Unsupervised question answering by cloze translation

Patrick Lewis, Ludovic Denoyer, and Sebastian Riedel. 2019 · 2019

Later among the works it cites.

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Zhilin Yang, Zihang Dai, Yiming Yang, Jaime G. Carbonell, Ruslan Salakhutdinov, and Quoc V. Le. 2019 · 2019

Later among the works it cites.