Semantic Textual Similarity (2012 - 2016) (STS)
Semantic Textual Similarity (2012 - 2016) involves a set of semantic textual similarity datasets that were part of previous shared tasks (2012-2016):
STS12 - Semeval-2012 task 6: A pilot on semantic textual similarity
STS13 - SEM 2013 shared task: Semantic Textual Similarity
STS14 - SemEval-2014 task 10: Multilingual semantic textual similarity
STS15 - SemEval-2015 task 2: Semantic textual similarity, English, Spanish and pilot on interpretability
STS16 - SemEval-2016 task 1: Semantic textual similarity, monolingual and cross-lingual evaluation
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
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STS13
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PromCSE-RoBERTa-large
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STS12
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PromCSE-RoBERTa-large
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STS14
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PromCSE-RoBERTa-large
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STS15
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Trans-Encoder-RoBERTa-large-cross
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STS16
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Trans-Encoder-RoBERTa-large-cross
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Papers
| Paper | Code | Results | Date | Stars |
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