Update inspec.py

inspec.py

@@ -25,7 +25,7 @@ _LICENSE = ""
 
 _URLS = {
     "test": "test.jsonl",
-    # "train": "train.jsonl",
+    "train": "train.jsonl",
     "valid": "valid.jsonl"
 }
 
@@ -53,7 +53,7 @@ class TestLDKP(datasets.GeneratorBasedBuilder):
                 {
                     "id": datasets.Value("int64"),
                     "document": datasets.features.Sequence(datasets.Value("string")),
-                    "BIO_tags": datasets.features.Sequence(datasets.Value("string"))
+                    "doc_bio_tags": datasets.features.Sequence(datasets.Value("string"))
                     
                 }
             )
@@ -72,13 +72,13 @@ class TestLDKP(datasets.GeneratorBasedBuilder):
                 {
                     "id": datasets.Value("int64"),
                     "document": datasets.features.Sequence(datasets.Value("string")),
-                    "document_tags": datasets.features.Sequence(datasets.Value("string")),
+                    "doc_bio_tags": datasets.features.Sequence(datasets.Value("string")),
                     "extractive_keyphrases": datasets.features.Sequence(datasets.Value("string")),
                     "abstractive_keyphrases": datasets.features.Sequence(datasets.Value("string")),
                     "other_metadata": datasets.features.Sequence(
                         {
                             "text": datasets.features.Sequence(datasets.Value("string")),
-                            "tags":datasets.features.Sequence(datasets.Value("string"))
+                            "bio_tags":datasets.features.Sequence(datasets.Value("string"))
                         }
                     )
 
@@ -101,14 +101,14 @@ class TestLDKP(datasets.GeneratorBasedBuilder):
     
         data_dir = dl_manager.download_and_extract(_URLS)
         return [
-            # datasets.SplitGenerator(
-            #     name=datasets.Split.TRAIN,
-            #     # These kwargs will be passed to _generate_examples
-            #     gen_kwargs={
-            #         "filepath": data_dir['train'],
-            #         "split": "train",
-            #     },
-            # ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "filepath": data_dir['train'],
+                    "split": "train",
+                },
+            ),
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
@@ -135,20 +135,20 @@ class TestLDKP(datasets.GeneratorBasedBuilder):
                 if self.config.name == "extraction":
                     # Yields examples as (key, example) tuples
                     yield key, {
-                        "id": data["paper_id"],
+                        "id": data['paper_id'],
                         "document": data["document"],
-                        "BIO_tags": data["document_tags"]
+                        "doc_bio_tags": data["doc_bio_tags"]
                     }
                 elif self.config.name == "ldkp_extraction": 
                     yield key, {
-                        "id": data["paper_id"],
-                        "document": data["document"]+data["other_metadata"]["text"],
-                        "BIO_tags": data["document_tags"] + data["other_metadata"]["tags"]
+                        "id": data['paper_id'],
+                        "document": data["document"]+data["other_metadata"]['text'],
+                        "doc_bio_tags": data["document_tags"] + data["other_metadata"]['bio_tags']
                     }
                 elif self.config.name == "ldkp_generation": 
                     yield key, {
                         "id": data['paper_id'],
-                        "document": data["document"]+data["other_metadata"]["text"],
+                        "document": data["document"]+data["other_metadata"]['text'],
                         "extractive_keyphrases": data["extractive_keyphrases"],
                         "abstractive_keyphrases": data["abstractive_keyphrases"]
                     }
@@ -163,7 +163,7 @@ class TestLDKP(datasets.GeneratorBasedBuilder):
                     yield key, {
                         "id": data['paper_id'],
                         "document": data["document"],
-                        "document_tags": data["document_tags"],
+                        "doc_bio_tags": data["doc_bio_tags"],
                         "extractive_keyphrases": data["extractive_keyphrases"],
                         "abstractive_keyphrases": data["abstractive_keyphrases"],
                         "other_metadata": data["other_metadata"]