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Merge pull request #2343 from aniruthraj:patch-1
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site/en/hub/tutorials/semantic_similarity_with_tf_hub_universal_encoder.ipynb

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"source": [
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"## Evaluation: STS (Semantic Textual Similarity) Benchmark\n",
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"The [**STS Benchmark**](https://ixa2.si.ehu.es/stswiki/index.php/STSbenchmark) provides an intrinsic evaluation of the degree to which similarity scores computed using sentence embeddings align with human judgements. The benchmark requires systems to return similarity scores for a diverse selection of sentence pairs. [Pearson correlation](https://en.wikipedia.org/wiki/Pearson_correlation_coefficient) is then used to evaluate the quality of the machine similarity scores against human judgements."
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"The [**STS Benchmark**](https://ixa2.si.ehu.eus/stswiki/stswiki.html#STS_benchmark) provides an intrinsic evaluation of the degree to which similarity scores computed using sentence embeddings align with human judgements. The benchmark requires systems to return similarity scores for a diverse selection of sentence pairs. [Pearson correlation](https://en.wikipedia.org/wiki/Pearson_correlation_coefficient) is then used to evaluate the quality of the machine similarity scores against human judgements."
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