Added data and .py

NorSumm.py

@@ -0,0 +1,107 @@
+import datasets
+import json
+
+_CITATION = """\
+@inproceedings{TBD
+}
+"""
+
+_DESCRIPTION = """
+NorSumm is a Norwegian manually created summarization dataset for benchmarking models.
+"""
+
+_URL = "https://github.com/SamiaTouileb/NorSumm"
+_URLS = {
+    "dev": _URL + "NorSumm_dev.json",
+    "test": _URL + "NorSumm_test.json",
+}
+
+datasets.Features(
+    {
+        
+    }
+)
+
+
+
+class NorSumm(datasets.GeneratorBasedBuilder):
+    """NorSumm 1.0 dataset"""
+
+    VERSION = datasets.Version("1.0.0")
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            name="norsumm_v1",
+            version=VERSION,
+            description=_DESCRIPTION,
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "id": datasets.Value("string"),
+                    "article": datasets.Value("string"),
+                    "summaries_nb": datasets.Sequence(
+                        {
+                            "summary1": datasets.Value("string"),
+                            "summary2": datasets.Value("string"),
+                            "summary3": datasets.Value("string"),
+                        }
+                    ),
+                    "summaries_nn": datasets.Sequence(
+                        {
+                            "summary1": datasets.Value("string"),
+                            "summary2": datasets.Value("string"),
+                            "summary3": datasets.Value("string"),
+                        }
+                    ),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        # download and extract URLs
+        urls_to_download = _URLS
+        downloaded_files = dl_manager.download_and_extract(urls_to_download)
+
+        return [
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
+        ]
+
+    def _generate_examples(self, filepath):
+        """Yields examples."""
+        with open(filepath, encoding="utf-8") as f:
+            norsumm = json.load(f)
+            for example in norsumm:
+                id_ = example["id"]
+                article = example["article"]
+                summary1_nb = example["summaries_nb"]["summary1"]
+                summary2_nb = example["summaries_nb"]["summary2"]
+                summary3_nb = example["summaries_nb"]["summary3"]
+
+                summary1_nn = example["summaries_nn"]["summary1"]
+                summary2_nn = example["summaries_nn"]["summary2"]
+                summary3_nn = example["summaries_nn"]["summary3"]
+                
+                yield id_, {
+                    "article": article,
+                    "id": id_,
+                    "summaries_nb": {
+                        "summary1": summary1_nb,
+                        "summary2": summary2_nb,
+                        "summary3": summary3_nb,
+                    },
+                    "summaries_nn": {
+                        "summary1": summary1_nn,
+                        "summary2": summary1_nn,
+                        "summary3": summary1_nn,
+                    },
+                }