Oh Joon Kwon
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Updated README
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README.md
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# XLNet Fine-tuned on SQuAD 2.0 Dataset
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# XLNet Fine-tuned on SQuAD 2.0 Dataset
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[XLNet](https://arxiv.org/abs/1906.08237) jointly developed by Google and CMU and fine-tuned on [SQuAD 2.0](https://rajpurkar.github.io/SQuAD-explorer/) for question answering down-stream task.
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## Training Results (Metrics)
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```
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{
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"HasAns_exact": 74.7132253711201
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"HasAns_f1": 82.11971607032643
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"HasAns_total": 5928
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"NoAns_exact": 73.38940285954584
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"NoAns_f1": 73.38940285954584
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"NoAns_total": 5945
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"best_exact": 75.67590331003116
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"best_exact_thresh": -19.554906845092773
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"best_f1": 79.16215426779269
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"best_f1_thresh": -19.554906845092773
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"epoch": 4.0
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"exact": 74.05036637749515
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"f1": 77.74830934598614
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"total": 11873
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}
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```
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## Results Comparison
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| Metric | Paper | Model |
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| ------ | --------- | --------- |
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| **EM** | **78.46** | **75.68** (-2.78) |
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| **F1** | **81.33** | **79.16** (-2.17)|
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