initial data release

CaSET-catalan-stance-emotions-twitter.py

@@ -0,0 +1,108 @@
+# Loading script for the ReviewsFinder dataset.
+
+
+import json
+import csv
+
+import datasets
+
+
+logger = datasets.logging.get_logger(__name__)
+
+
+_CITATION = """ """
+
+
+_DESCRIPTION = """   """
+
+
+_HOMEPAGE = """  """
+
+
+
+_URL = "https://huggingface.co/datasets/projecte-aina/CaSET-catalan-stance-emotions-twitter/resolve/main/"
+_FILE = "data.jsonl"
+
+
+class CaSETConfig(datasets.BuilderConfig):
+    """ Builder config for the CaSET dataset """
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for CaSET.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(CaSETConfig, self).__init__(**kwargs)
+
+
+class CaSET(datasets.GeneratorBasedBuilder):
+    """ CaSET Dataset """
+
+
+    BUILDER_CONFIGS = [
+        CaSETConfig(
+            name="CaSET",
+            version=datasets.Version("1.0.0"),
+            description="CaSET dataset",
+        ),
+    ]
+
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {"id_original": datasets.Value("string"),
+                 "id_answer": datasets.Value("string"),
+                    "original_text": datasets.Value("string"),
+                    "answer_text": datasets.Value("string"),
+                    "topic": datasets.features.ClassLabel
+                    (names=
+                        ['aeroport',
+                         'vaccines',
+                         'lloguer',
+                         'benidormfest',
+                         'subrogada'
+                        ]
+                    ),
+                 "dynamic_stance": datasets.features.ClassLabel
+                 (names=
+                  ['Agree', 'Disagree', 'Elaborate', 'Query', 'Neutral', 'Unrelated', 'NA'
+                   ]
+                  ),
+                 "original_stance": datasets.features.ClassLabel
+                 (names=
+                  ['FAVOUR', 'AGAINST', 'NEUTRAL', 'NA'
+                   ]
+                  ),
+                 "answer_stance": datasets.features.ClassLabel
+                 (names=
+                  ['FAVOUR', 'AGAINST', 'NEUTRAL', 'NA'
+                   ]
+                  ),
+                 "original_emotion": datasets.Value("list"),
+                 "answer_emotion": datasets.Value("list"),
+                }
+            ),
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+        )
+
+    def _generate_examples(self, filepath):
+        """This function returns the examples in the raw (text) form."""
+        logger.info("generating examples from = %s", filepath)
+        with open(filepath, encoding="utf-8") as f:
+            data = [json.loads(line) for line in f]
+            for id_, pair in enumerate(data):
+                    yield id_, {
+                        "id_original": pair["id_original"],
+                        "id_answer": pair["id_answer"],
+                        "original_text":pair["original_text"],
+                        "answer_text": pair["answer_text"],
+                        "topic": pair["topic"],
+                        "dynamic_stance": pair["dynamic_stance"],
+                        "original_stance": pair["original_stance"],
+                        "answer_stance": pair["answer_stance"],
+                        "original_emotion": pair["original_emotion"],
+                        "answer_emotion": pair["answer_emotion"],
+                    }

README.md

@@ -1,3 +1,137 @@
 ---
-license: cc-by-nc-4.0
+annotations_creators:
+- Barcelona Supercomputing Center
+language_creators:
+- Twitter
+language:
+- ca
+license:
+- cc-by-nc-4.0
+multilinguality:
+- monolingual
+pretty_name: CaSET
+size_categories:
+- ?
+task_categories:
+- text-classification
+task_ids: []
 ---
+
+# Dataset Card for CaSET, the Catalan Stance and Emotions Dataset
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Point of Contact:** [blanca.calvo@bsc.es](blanca.calvo@bsc.es)
+
+### Dataset Summary
+
+
+### Supported Tasks and Leaderboards
+
+
+### Languages
+
+The dataset is in Catalan (`ca-CA`).
+
+## Dataset Structure
+
+
+### Data Instances
+
+```
+
+```
+
+### Data Splits
+
+The dataset does not contain splits.
+
+## Dataset Creation
+
+### Curation Rationale
+
+We created this corpus to contribute to the development of language models in Catalan, a low-resource language. 
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+The data was collected by the Barcelona Supercomptuing Center.
+
+#### Who are the source language producers?
+
+The data was collected using the Twitter API.
+
+### Annotations
+
+
+#### Annotation process
+
+[N/A]
+
+#### Who are the annotators?
+
+[N/A]
+
+### Personal and Sensitive Information
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+We hope this corpus contributes to the development of language models in Catalan, a low-resource language.
+
+### Discussion of Biases
+
+We are aware that, since the data comes from social media, this will contain biases, hate speech and toxic content. We have not applied any steps to reduce their impact.
+
+### Other Known Limitations
+
+[N/A]
+
+## Additional Information
+
+### Dataset Curators
+
+Language Technologies Unit (LangTech) at the Barcelona Supercomputing Center.
+
+This work was funded by the [Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya](https://politiquesdigitals.gencat.cat/ca/inici/index.html#googtrans(ca|en) within the framework of [Projecte AINA](https://politiquesdigitals.gencat.cat/ca/economia/catalonia-ai/aina).
+
+
+### Licensing Information
+
+[Creative Commons Attribution Non-commercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/).
+
+### Citation Information
+
+```
+
+```
+
+### Contributions
+
+