|
--- |
|
annotations_creators: |
|
- crowdsourced |
|
language_creators: |
|
- crowdsourced |
|
- found |
|
- machine-generated |
|
language: |
|
- de |
|
- en |
|
- es |
|
- fr |
|
- it |
|
- nl |
|
- pl |
|
- pt |
|
- ru |
|
- zh |
|
license: |
|
- other |
|
multilinguality: |
|
- multilingual |
|
size_categories: |
|
- 10K<n<100K |
|
source_datasets: |
|
- extended|other-sts-b |
|
task_categories: |
|
- text-classification |
|
task_ids: |
|
- text-scoring |
|
- semantic-similarity-scoring |
|
pretty_name: STSb Multi MT |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- path: test/*.parquet |
|
split: test |
|
- path: train/*.parquet |
|
split: train |
|
- path: dev/*.parquet |
|
split: dev |
|
- config_name: de |
|
data_files: |
|
- path: test/de.parquet |
|
split: test |
|
- path: train/de.parquet |
|
split: train |
|
- path: dev/de.parquet |
|
split: dev |
|
- config_name: fr |
|
data_files: |
|
- path: test/fr.parquet |
|
split: test |
|
- path: train/fr.parquet |
|
split: train |
|
- path: dev/fr.parquet |
|
split: dev |
|
- config_name: ru |
|
data_files: |
|
- path: test/ru.parquet |
|
split: test |
|
- path: train/ru.parquet |
|
split: train |
|
- path: dev/ru.parquet |
|
split: dev |
|
- config_name: zh |
|
data_files: |
|
- path: test/zh.parquet |
|
split: test |
|
- path: train/zh.parquet |
|
split: train |
|
- path: dev/zh.parquet |
|
split: dev |
|
- config_name: es |
|
data_files: |
|
- path: test/es.parquet |
|
split: test |
|
- path: train/es.parquet |
|
split: train |
|
- path: dev/es.parquet |
|
split: dev |
|
- config_name: it |
|
data_files: |
|
- path: test/it.parquet |
|
split: test |
|
- path: train/it.parquet |
|
split: train |
|
- path: dev/it.parquet |
|
split: dev |
|
- config_name: en |
|
data_files: |
|
- path: test/en.parquet |
|
split: test |
|
- path: train/en.parquet |
|
split: train |
|
- path: dev/en.parquet |
|
split: dev |
|
- config_name: pt |
|
data_files: |
|
- path: test/pt.parquet |
|
split: test |
|
- path: train/pt.parquet |
|
split: train |
|
- path: dev/pt.parquet |
|
split: dev |
|
- config_name: nl |
|
data_files: |
|
- path: test/nl.parquet |
|
split: test |
|
- path: train/nl.parquet |
|
split: train |
|
- path: dev/nl.parquet |
|
split: dev |
|
- config_name: pl |
|
data_files: |
|
- path: test/pl.parquet |
|
split: test |
|
- path: train/pl.parquet |
|
split: train |
|
- path: dev/pl.parquet |
|
split: dev |
|
--- |
|
|
|
### Dataset Summary |
|
|
|
This dataset is rendered to images from STS-benchmark. We envision the need to assess vision encoders' abilities to understand texts. A natural way will be assessing them with the STS protocols, with texts rendered into images. |
|
|
|
**Examples of Use** |
|
|
|
Load English train Dataset: |
|
```python |
|
from datasets import load_dataset |
|
dataset = load_dataset("Pixel-Linguist/rendered-stsb", name="en", split="train") |
|
``` |
|
|
|
|
|
Load Chinese dev Dataset: |
|
```python |
|
from datasets import load_dataset |
|
dataset = load_dataset("Pixel-Linguist/rendered-stsb", name="zh", split="dev") |
|
``` |
|
|
|
### Languages |
|
|
|
de, en, es, fr, it, nl, pl, pt, ru, zh |
|
|
|
### Citation Information |
|
|
|
``` |
|
@article{xiao2024pixel, |
|
title={Pixel Sentence Representation Learning}, |
|
author={Xiao, Chenghao and Huang, Zhuoxu and Chen, Danlu and Hudson, G Thomas and Li, Yizhi and Duan, Haoran and Lin, Chenghua and Fu, Jie and Han, Jungong and Moubayed, Noura Al}, |
|
journal={arXiv preprint arXiv:2402.08183}, |
|
year={2024} |
|
} |
|
``` |