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sts14-sts – Dataset by mteb | AlphaNeural AI
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mteb
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sts14-sts
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sentence-similarity
semantic-similarity-scoring
sentiment-analysis
sentiment-scoring
sentiment-classification
hate-speech-detection
derived
monolingual
eng
unknown
1K<n<10K
json
text
datasets
pandas
polars
mlcroissant
2502.13595
2210.07316
us
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STS14 An MTEB dataset Massive Text Embedding Benchmark
SemEval STS 2014 dataset. Currently only the English dataset
Task category t2t
Domains Blog, Web, Spoken
Reference
https://www.aclweb.org/anthology/S14-1002
How to evaluate on this task
You can evaluate an embedding model on this dataset using the following code: import mteb
task = mteb.get_tasks(["STS14"]) evaluator = mteb.MTEB(task)
model = mteb.get_model(YOUR_MODEL) evaluator.run(model)
To… See the full description on the dataset page:
https://huggingface.co/datasets/mteb/sts14-sts
.
