Upload Quintuple.py

Quintuple.py

@@ -0,0 +1,84 @@
+"""Co-occurrenceCitationQuintuple"""
+
+import json
+
+import datasets
+from datasets.tasks import QuestionAnsweringExtractive
+
+
+logger = datasets.logging.get_logger(__name__)
+
+
+_CITATION = """\
+@inproceedings{xu2023exploring,
+  title={Exploring and Verbalizing Academic Ideas by Concept Co-occurrence},
+  author={Xu, Yi and Sheng, Shuqian and Xue, Bo and Fu, Luoyi and Wang, Xinbing and Zhou, Chenghu},
+  booktitle={Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL)},
+  year={2023}
+}
+"""
+
+_DESCRIPTION = """\
+It is the official Co-occurrence Citation Quintuple dataset of paper \
+Exploring and Verbalizing Academic Ideas by Concept Co-occurrence.
+"""
+
+_URL = "https://github.com/xyjigsaw/Kiscovery"
+
+
+class QuintupleConfig(datasets.BuilderConfig):
+    """BuilderConfig for Quintuple."""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for Quintuple.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(QuintupleConfig, self).__init__(**kwargs)
+
+
+class Quintuple(datasets.GeneratorBasedBuilder):
+    """Quintuple: V202306"""
+
+    BUILDER_CONFIGS = [
+        QuintupleConfig(
+            name="plain_text",
+            version=datasets.Version("202306", ""),
+            description="Plain text",
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "c1": datasets.Value("string"),
+                    "c2": datasets.Value("string"),
+                    "p": datasets.Value("string"),
+                    "p1": datasets.Value("string"),
+                    "p2": datasets.Value("string"),
+                }
+            ),
+            # No default supervised_keys (as we have to pass both question
+            # and context as input).
+            supervised_keys=None,
+            homepage="https://github.com/xyjigsaw/Kiscovery",
+            citation=_CITATION,
+        )
+
+    def _generate_examples(self, filepath):
+        """This function returns the examples in the raw (text) form."""
+        logger.info("generating examples from = %s", filepath)
+        key = 0
+        with open(filepath, encoding="utf-8") as f:
+            all_text = json.load(f)
+            for item in all_text:
+                yield key, {
+                            "c1": item[0],
+                            "c2": item[1],
+                            "p": item[2],
+                            "p1": item[3],
+                            "p2": item[4],
+                        }
+                        key += 1