cosmoquester
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docs: Add Benchamark table
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README.md
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@@ -23,6 +23,85 @@ You can also test mask filling performance using `[MASK]` token like this.
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[BOS] [MASK] 먹었어? [EOS]
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```
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## Used Datasets
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### [모두의 말뭉치](https://corpus.korean.go.kr/)
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[BOS] [MASK] 먹었어? [EOS]
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```
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## Benchmark
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<table>
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<tr>
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<th>Dataset</th>
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<td>KLUE NLI dev</th>
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<td>NSMC test</td>
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<td>QuestionPair test</td>
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<td colspan="2">KLUE TC dev</td>
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<td colspan="3">KLUE STS dev</td>
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<td colspan="3">KorSTS dev</td>
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<td colspan="2">HateSpeech dev</td>
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</tr>
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<tr>
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<th>Metric</th>
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<!-- KLUE NLI -->
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<td>Acc</th>
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<!-- NSMC -->
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<td>Acc</td>
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<!-- QuestionPair -->
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<td>Acc</td>
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<!-- KLUE TC -->
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<td>Acc</td>
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<td>F1</td>
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<!-- KLUE STS -->
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<td>F1</td>
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<td>Pearson</td>
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<td>Spearman</td>
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<!-- KorSTS -->
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<td>F1</td>
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<td>Pearson</td>
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<td>Spearman</td>
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<!-- HateSpeech -->
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<td>Bias Acc</td>
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<td>Hate Acc</td>
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</tr>
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<tr>
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<th>Score</th>
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<!-- KLUE NLI -->
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<td>0.5253</th>
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<!-- NSMC -->
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<td>0.8425</td>
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<!-- QuestionPair -->
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<td>0.8945</td>
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<!-- KLUE TC -->
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<td>0.8047</td>
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<td>0.7988</td>
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<!-- KLUE STS -->
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<td>0.7411</td>
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<td>0.7471</td>
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<td>0.7399</td>
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<!-- KorSTS -->
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<td>0.7725</td>
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<td>0.6503</td>
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<td>0.6191</td>
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<!-- HateSpeech -->
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<td>0.7537</td>
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<td>0.5605</td>
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</tr>
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</table>
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- The performance was measured using [the notebooks here](https://github.com/cosmoquester/transformers-bart-finetune) with colab.
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## Used Datasets
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### [모두의 말뭉치](https://corpus.korean.go.kr/)
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