Text · dataset · 2022
mteb/sts14-sts
Listed in Hugging Face Datasets
Description
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 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: huggingface.co/datasets/mteb/sts14-sts.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/mteb/sts14-sts ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2502.13595 arxiv.org/abs/2502.13595 ↗
publication · from Hugging Face
- arXiv:2210.07316 arxiv.org/abs/2210.07316 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/mteb/sts14-sts ↗
metadata API · from Hugging Face
Topics
- Stated by source
- sentence similarity · text
- From keywords
- Computer Science & AI · Text
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | mteb/sts14-sts | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['text'] |
| concepts[task].hf_task:sentence-similarity | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |