Add citation to ro_sts and ro_sts_parallel datasets (#4892)

* Add citation to ro_sts and ro_sts_parallel datasets

* Add citation to the script

* Regenerate metadata JSON

Commit from https://github.com/huggingface/datasets/commit/09f56ea0f3dc8df53c7ad056504ec70713d61f7b

README.md

@@ -145,7 +145,14 @@ CC BY-SA 4.0 License
 
 ### Citation Information
 
-Reference coming soon: https://github.com/dumitrescustefan/RO-STS#citation
+```
+@inproceedings{dumitrescu2021liro,
+  title={Liro: Benchmark and leaderboard for romanian language tasks},
+  author={Dumitrescu, Stefan Daniel and Rebeja, Petru and Lorincz, Beata and Gaman, Mihaela and Avram, Andrei and Ilie, Mihai and Pruteanu, Andrei and Stan, Adriana and Rosia, Lorena and Iacobescu, Cristina and others},
+  booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)},
+  year={2021}
+}
+```
 
 ### Contributions
 

dataset_infos.json

@@ -1 +1 @@
-{"ro_sts": {"description": "The RO-STS (Romanian Semantic Textual Similarity) dataset contains 8628 pairs of sentences with their similarity score. It is a high-quality translation of the STS benchmark dataset.\n", "citation": "Article under review\n", "homepage": "https://github.com/dumitrescustefan/RO-STS/", "license": "CC BY-SA 4.0 License", "features": {"score": {"dtype": "float32", "id": null, "_type": "Value"}, "sentence1": {"dtype": "string", "id": null, "_type": "Value"}, "sentence2": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "ro_sts", "config_name": "ro_sts", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 878354, "num_examples": 5749, "dataset_name": "ro_sts"}, "test": {"name": "test", "num_bytes": 194157, "num_examples": 1379, "dataset_name": "ro_sts"}, "validation": {"name": "validation", "num_bytes": 245738, "num_examples": 1500, "dataset_name": "ro_sts"}}, "download_checksums": {"https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/text-similarity/RO-STS.train.tsv": {"num_bytes": 844672, "checksum": "5e2f24ad5443ed1199a0079dd0b5de9f1fec8a2bb3b0a70f6e3616c32d6d282f"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/text-similarity/RO-STS.dev.tsv": {"num_bytes": 236912, "checksum": "914f0ca935c71b317179bab9e052867aeaad84cc143b011d5919a00d444553ef"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/text-similarity/RO-STS.test.tsv": {"num_bytes": 186023, "checksum": "fd84bc1f9581e6352f0c797cb46fdf08a39f7b908a6ff1cfe21deb62f8c78e0c"}}, "download_size": 1267607, "post_processing_size": null, "dataset_size": 1318249, "size_in_bytes": 2585856}}
+{"ro_sts": {"description": "The RO-STS (Romanian Semantic Textual Similarity) dataset contains 8628 pairs of sentences with their similarity score. It is a high-quality translation of the STS benchmark dataset.\n", "citation": "@inproceedings{dumitrescu2021liro,\n  title={Liro: Benchmark and leaderboard for romanian language tasks},\n  author={Dumitrescu, Stefan Daniel and Rebeja, Petru and Lorincz, Beata and Gaman, Mihaela and Avram, Andrei and Ilie, Mihai and Pruteanu, Andrei and Stan, Adriana and Rosia, Lorena and Iacobescu, Cristina and others},\n  booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)},\n  year={2021}\n}\n", "homepage": "https://github.com/dumitrescustefan/RO-STS/", "license": "CC BY-SA 4.0 License", "features": {"score": {"dtype": "float32", "id": null, "_type": "Value"}, "sentence1": {"dtype": "string", "id": null, "_type": "Value"}, "sentence2": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "ro_sts", "config_name": "ro_sts", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 879073, "num_examples": 5749, "dataset_name": "ro_sts"}, "test": {"name": "test", "num_bytes": 194330, "num_examples": 1379, "dataset_name": "ro_sts"}, "validation": {"name": "validation", "num_bytes": 245926, "num_examples": 1500, "dataset_name": "ro_sts"}}, "download_checksums": {"https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/text-similarity/RO-STS.train.tsv": {"num_bytes": 844672, "checksum": "5e2f24ad5443ed1199a0079dd0b5de9f1fec8a2bb3b0a70f6e3616c32d6d282f"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/text-similarity/RO-STS.dev.tsv": {"num_bytes": 236912, "checksum": "914f0ca935c71b317179bab9e052867aeaad84cc143b011d5919a00d444553ef"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/text-similarity/RO-STS.test.tsv": {"num_bytes": 186023, "checksum": "fd84bc1f9581e6352f0c797cb46fdf08a39f7b908a6ff1cfe21deb62f8c78e0c"}}, "download_size": 1267607, "post_processing_size": null, "dataset_size": 1319329, "size_in_bytes": 2586936}}

ro_sts.py

@@ -18,12 +18,15 @@
 import datasets
 
 
-# Find for instance the citation on arxiv or on the dataset repo/website
 _CITATION = """\
-Article under review
+@inproceedings{dumitrescu2021liro,
+  title={Liro: Benchmark and leaderboard for romanian language tasks},
+  author={Dumitrescu, Stefan Daniel and Rebeja, Petru and Lorincz, Beata and Gaman, Mihaela and Avram, Andrei and Ilie, Mihai and Pruteanu, Andrei and Stan, Adriana and Rosia, Lorena and Iacobescu, Cristina and others},
+  booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)},
+  year={2021}
+}
 """
 
-# You can copy an official description
 _DESCRIPTION = """\
 The RO-STS (Romanian Semantic Textual Similarity) dataset contains 8628 pairs of sentences with their similarity score. It is a high-quality translation of the STS benchmark dataset.
 """
@@ -66,19 +69,10 @@ class RoSts(datasets.GeneratorBasedBuilder):
         )
 
         return datasets.DatasetInfo(
-            # This is the description that will appear on the datasets page.
             description=_DESCRIPTION,
-            # This defines the different columns of the dataset and their types
-            features=features,  # Here we define them above because they are different between the two configurations
-            # If there's a common (input, target) tuple from the features,
-            # specify them here. They'll be used if as_supervised=True in
-            # builder.as_dataset.
-            supervised_keys=None,
-            # Homepage of the dataset for documentation
+            features=features,
             homepage=_HOMEPAGE,
-            # License for the dataset if available
             license=_LICENSE,
-            # Citation for the dataset
             citation=_CITATION,
         )