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update requirements
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README.md

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This repo is our research summary and playground for MRC. More features are coming.
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## Requirements
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The codes are based on [Transformers](https://github.com/huggingface/transformers) v2.3.0. The dependencies are the same.
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You can install the dependencies by `pip install transformers==2.3.0`
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or directly download the requirements file: https://github.com/huggingface/transformers/blob/v2.3.0/requirements.txt and run `pip install -r requirements`.
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## Summary
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Looking for a comprehensive and comparative review of MRC? check out our new survey paper: **[Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond](https://arxiv.org/abs/2005.06249)** (preprint, 2020).

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