dataset builder

entity_disambiguation.py

@@ -0,0 +1,60 @@
+from typing import List
+
+import datasets
+
+_VERSION = "1.0.0"
+
+
+# _URLS = {'ACE2004': {'test': 'http://dl.fbaipublicfiles.com/GENRE/ace2004-test-kilt.jsonl'},
+#          'AIDA': {
+#              'train': 'http://dl.fbaipublicfiles.com/GENRE/aida-train-kilt.jsonl',
+#              'dev': 'http://dl.fbaipublicfiles.com/GENRE/aida-dev-kilt.jsonl',
+#              'test': 'http://dl.fbaipublicfiles.com/GENRE/aida-test-kilt.jsonl'
+#          },
+#          'BLINK': {
+#              'train': 'http://dl.fbaipublicfiles.com/GENRE/blink-train-kilt.jsonl',
+#              'dev': 'http://dl.fbaipublicfiles.com/GENRE/blink-dev-kilt.jsonl',
+#          },
+#          'AQUAINT': {'test': 'http://dl.fbaipublicfiles.com/GENRE/aquaint-test-kilt.jsonl'},
+#          'CWEB': {'test': 'http://dl.fbaipublicfiles.com/GENRE/clueweb-test-kilt.jsonl'},
+#          'MSNBC': {'test': 'http://dl.fbaipublicfiles.com/GENRE/msnbc-test-kilt.jsonl'},
+#          'WIKI': {'test': 'http://dl.fbaipublicfiles.com/GENRE/wikipedia-test-kilt.jsonl'}
+#          }
+
+
+class EntityDisambiguation(datasets.GeneratorBasedBuilder):
+    """Entity Disambiguation dataset."""
+
+    VERSION = datasets.Version(_VERSION)
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name="ace2004", version=VERSION, description="ACE2004 dataset"),
+        datasets.BuilderConfig(name="aida", version=VERSION, description="AIDA dataset"),
+        datasets.BuilderConfig(name="aquaint", version=VERSION, description="AQUAINT dataset"),
+        datasets.BuilderConfig(name="blink", version=VERSION, description="BLINK dataset"),
+        datasets.BuilderConfig(name="clueweb", version=VERSION, description="CWEB dataset"),
+        datasets.BuilderConfig(name="msnbc", version=VERSION, description="MSNBC dataset"),
+        datasets.BuilderConfig(name="wiki", version=VERSION, description="WIKI dataset"),
+    ]
+
+    def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
+        """Returns SplitGenerators."""
+
+        if self.config.name == "blink":
+            available_splits = ["train", "dev"]
+        elif self.config.name == "aida":
+            available_splits = ["train", "dev", "test"]
+        else:
+            available_splits = ["test"]
+
+        return [
+            datasets.SplitGenerator(
+                name=split,
+                gen_kwargs={
+                    "filepath": dl_manager.download_and_extract(
+                        f"http://dl.fbaipublicfiles.com/GENRE/{self.config.name.lower()}-{split}-kilt.jsonl"),
+                    "split": split,
+                },
+            )
+            for split in available_splits
+        ]