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# GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
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This repo provides the source code & data of our paper [GreaseLM: Graph REASoning Enhanced Language Models for Question Answering](https://arxiv.org/abs/2201.08860) (ICLR 2022 spotlight).
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This repo provides the source code & data of our paper [GreaseLM: Graph REASoning Enhanced Language Models for Question Answering](https://arxiv.org/abs/2201.08860) (ICLR 2022 spotlight). If you use any of our code, processed data or pretrained models, please cite:
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```bib
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@inproceedings{zhang2021greaselm,
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title={GreaseLM: Graph REASoning Enhanced Language Models},
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author={Zhang, Xikun and Bosselut, Antoine and Yasunaga, Michihiro and Ren, Hongyu and Liang, Percy and Manning, Christopher D and Leskovec, Jure},
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booktitle={International Conference on Learning Representations},
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year={2021}
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}
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```
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<p align="center">
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<img src="./figs/greaselm.png" width="600" title="GreaseLM model architecture" alt="">

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