add proper typing to swewic

superlim-2.py

@@ -290,11 +290,35 @@ class SuperLim(datasets.GeneratorBasedBuilder):
             })
         elif self.config.name == "swewic":
             features = datasets.Features({
-                "idx": datasets.Value("string"),
-                "first": datasets.Value("string"),
-                "second": datasets.Value("string"),
-                "label": datasets.Value("string"),
-                "meta": datasets.Value("string"),
+                "idx": datasets.Value(dtype='int32'),
+                "first": datasets.Features({
+                    "context": datasets.Value("string"),
+                    "word": datasets.Features({
+                        "location": datasets.Features({
+                            "start": datasets.Value(dtype='int32'),
+                            "stop": datasets.Value(dtype='int32')
+                        }),
+                        "text": datasets.Value("string")
+                    })
+                }),
+                "second": datasets.Features({
+                    "context": datasets.Value("string"),
+                    "word": datasets.Features({
+                        "location": datasets.Features({
+                            "start": datasets.Value(dtype='int32'),
+                            "stop": datasets.Value(dtype='int32')
+                        }),
+                        "text": datasets.Value("string")
+                    })
+                }),
+                "label": datasets.ClassLabel(num_classes=2, names=['same_sense', 'different_sense']),
+                "meta": datasets.Features({
+                    "first_source": datasets.Value("string"),
+                    "first_sense_id": datasets.Value("string"),
+                    "second_source": datasets.Value("string"),
+                    "second_sense_id": datasets.Value("string"),
+                    "pos": datasets.Value("string")
+                })
             })
         else:
             raise ValueError(f"Subset {self.config.name} does not exist.")