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README.md
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The model is fine-tuned with academic publications in Linguistics, to classify sentences in publications into 4 classes.
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The 4 classes:
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0: out of scope - materials that are of low significance, eg. page number, noise from OCR/pdf-to-text convertion
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1: main text - texts that are the main texts of the publication, to be used for down-stream tasks
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2: examples - texts that are captions of the figures, or quotes or excerpts
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3: references - references of the publication, excluding in-text citations
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## Intended uses & limitations
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The model is fine-tuned with academic publications in Linguistics, to classify sentences in publications into 4 classes.
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| 26 |
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The 4 classes:
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| 28 |
+
- 0: out of scope - materials that are of low significance, eg. page number, noise from OCR/pdf-to-text convertion
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| 29 |
+
- 1: main text - texts that are the main texts of the publication, to be used for down-stream tasks
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| 30 |
+
- 2: examples - texts that are captions of the figures, or quotes or excerpts
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| 31 |
+
- 3: references - references of the publication, excluding in-text citations
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| 32 |
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| 33 |
## Intended uses & limitations
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