upload datasets

README.md

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+---
+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.
+
+**Examples of Use**
+
+Load English train Dataset:
+```python
+from datasets import load_dataset
+dataset = load_dataset("Pixel-linguist", name="en", split="train")
+```
+
+
+Load Chinese dev Dataset:
+```python
+from datasets import load_dataset
+dataset = load_dataset("Pixel-linguist", name="zh", split="dev")
+```
+
+### Languages
+
+Languages are: de, en, es, fr, it, nl, pl, pt, ru, zh
+
+An example:
+```
+{
+    "sentence1": "A man is playing a large flute.",
+    "sentence2": "A man is playing a flute.",
+    "similarity_score": 3.8
+}
+```
+
+### Data Fields
+
+- `sentence1`: The 1st sentence as a `str`.
+- `sentence2`: The 2nd sentence as a `str`.
+- `score`: The similarity score as a `float` which is `<= 5.0` and `>= 0.0`.
+
+### 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}
+}
+```

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