Update README.md
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README.md
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@@ -71,6 +71,66 @@ The following hyperparameters were used during training:
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| 0.0163 | 0.1024 | 0.8763 | 0.8862 | 0.8812 | 0.9750 | 2 |
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### Framework versions
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- Transformers 4.35.2
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| 0.0163 | 0.1024 | 0.8763 | 0.8862 | 0.8812 | 0.9750 | 2 |
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+
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Epoch 0
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| Named Entity | precision | recall | f1 |
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|:----------:|:---------:|:---------:|:------:|
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| ANIM | 0.699150 | 0.620124 | 0.657270 |
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| BIO | 0.480000 | 0.782609 | 0.595041 |
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| CEL | 0.815385 | 0.876033 | 0.844622 |
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| DIS | 0.628939 | 0.806709 | 0.706818 |
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| EVE | 0.898876 | 0.924855 | 0.911681 |
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| FOOD | 0.624774 | 0.602266 | 0.613314 |
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| INST | 0.467391 | 0.741379 | 0.573333 |
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| LOC | 0.967354 | 0.969634 | 0.968493 |
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| MEDIA | 0.911227 | 0.939856 | 0.925320 |
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| MYTH | 0.941860 | 0.771429 | 0.848168 |
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| ORG | 0.924471 | 0.937629 | 0.931003 |
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| PER | 0.988699 | 0.990918 | 0.989807 |
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| PLANT | 0.622521 | 0.781333 | 0.692944 |
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| TIME | 0.743902 | 0.738499 | 0.741191 |
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| VEHI | 0.785714 | 0.791367 | 0.788530 |
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Epoch 1
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| Named Entity | precision | recall | f1 |
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|:----------:|:---------:|:---------:|:--------:|
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| ANIM | 0.701040 | 0.747340 | 0.723450 |
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| BIO | 0.422222 | 0.826087 | 0.558824 |
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| CEL | 0.729167 | 0.867769 | 0.792453 |
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| DIS | 0.731099 | 0.749794 | 0.740328 |
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| EVE | 0.864865 | 0.924855 | 0.893855 |
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| FOOD | 0.652865 | 0.572632 | 0.610122 |
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| INST | 0.871795 | 0.586207 | 0.701031 |
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| LOC | 0.968255 | 0.966143 | 0.967198 |
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| MEDIA | 0.946346 | 0.918312 | 0.932118 |
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| MYTH | 0.914894 | 0.819048 | 0.864322 |
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| ORG | 0.906064 | 0.943582 | 0.924442 |
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| PER | 0.990389 | 0.988367 | 0.989377 |
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| PLANT | 0.625889 | 0.743556 | 0.679667 |
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| TIME | 0.755981 | 0.765133 | 0.760529 |
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| VEHI | 0.737500 | 0.848921 | 0.789298 |
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Epoch 2
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-------
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| Named Entity | precision | recall | f1 |
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|:----------::---------:|:---------:|:--------:|
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| ANIM | 0.730443 | 0.687057 | 0.708086 |
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| BIO | 0.330882 | 0.978261 | 0.494505 |
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| CEL | 0.798561 | 0.917355 | 0.853846 |
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| DIS | 0.738108 | 0.750894 | 0.744446 |
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| EVE | 0.904899 | 0.907514 | 0.906205 |
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| FOOD | 0.628664 | 0.623184 | 0.625912 |
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| INST | 0.533333 | 0.551724 | 0.542373 |
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| LOC | 0.967915 | 0.973997 | 0.970946 |
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| MEDIA | 0.949627 | 0.913824 | 0.931382 |
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| MYTH | 0.910000 | 0.866667 | 0.887805 |
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| ORG | 0.924920 | 0.934136 | 0.929505 |
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| PER | 0.989506 | 0.991020 | 0.990263 |
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| PLANT | 0.637648 | 0.742222 | 0.685972 |
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| TIME | 0.766355 | 0.794189 | 0.780024 |
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| VEHI | 0.818182 | 0.647482 | 0.722892 |
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### Framework versions
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- Transformers 4.35.2
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