Create README.md

README.md

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+---
+annotations_creators:
+- crowdsourced
+language_creators:
+- crowdsourced
+- found
+- machine-generated
+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
+language:
+  - ar
+  - de
+  - en
+  - es
+  - fr
+  - it
+  - nl
+  - ko
+  - tr
+configs:
+- config_name: default
+  data_files:
+  - path: test/*.parquet
+    split: test
+  - path: train/*.parquet
+    split: train
+  - path: dev/*.parquet
+    split: dev
+- config_name: ar-ar
+  data_files:
+  - path: test/ar-ar.parquet
+    split: test
+- config_name: en-ar
+  data_files:
+  - path: test/en-ar.parquet
+    split: test
+- config_name: en-de
+  data_files:
+  - path: test/en-en.parquet
+    split: test
+- config_name: en-tr
+  data_files:
+  - path: test/en-tr.parquet
+    split: test
+- config_name: es-en
+  data_files:
+  - path: test/es-en.parquet
+    split: test
+- config_name: es-es
+  data_files:
+  - path: test/es-es.parquet
+    split: test
+- config_name: fr-en
+  data_files:
+  - path: test/fr-en.parquet
+    split: test
+- config_name: it-en
+  data_files:
+  - path: test/it-en.parquet
+    split: test
+- config_name: ko-ko
+  data_files:
+  - path: test/ko-ko.parquet
+    split: test
+- config_name: nl-en
+  data_files:
+  - path: test/nl-en.parquet
+    split: test
+---
+
+### Dataset Summary
+
+This dataset is rendered to images from STS-17. 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 Arabic to Arabic dataset:
+```python
+from datasets import load_dataset
+dataset = load_dataset("Pixel-Linguist/rendered-sts17", name="ar-ar", split="test")
+```
+
+
+Load French to English dataset:
+```python
+from datasets import load_dataset
+dataset = load_dataset("Pixel-Linguist/rendered-sts17", name="fr-en", split="test")
+```
+
+### Languages
+
+ar-ar, en-ar, en-de, en-en, en-tr, es-en, es-es, fr-en, it-en, ko-ko, nl-en
+
+### 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}
+}
+```