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# SCALAR Part-of-speech tagger
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This the official release of the SCALAR Part-of-speech tagger
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There are two ways to run the tagger. This document describes both ways.
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1. Using Docker compose (which runs the tagger's built-in server for you)
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2. Running the tagger's built-in server without Docker
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# Current Metrics (this will be updated every time we update/change the model!)
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| | Accuracy | Balanced Accuracy | Weighted Recall | Weighted Precision | Weighted F1 | Performance (seconds) |
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|------------|:--------:|:------------------:|:---------------:|:------------------:|:-----------:|:---------------------:|
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| **SCALAR** | **0.8216** | **0.9160** | **0.8216** | **0.8245** | **0.8220** | **249.05** |
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| Ensemble | 0.7124 | 0.8311 | 0.7124 | 0.7597 | 0.7235 | 1149.44 |
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| Flair | 0.6087 | 0.7844 | 0.6087 | 0.7755 | 0.6497 | 807.03 |
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There are two ways to run the tagger. This document describes both ways.
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1. Using Docker compose (which runs the tagger's built-in server for you)
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2. Running the tagger's built-in server without Docker
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## Getting Started with Docker
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To run SCALAR in a Docker container you can clone the repository and pull the latest docker impage from `sourceslicer/scalar_tagger:latest`

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