sd

poquad.py

@@ -45,7 +45,7 @@ class SquadV2(datasets.GeneratorBasedBuilder):
 
     # TODO(squad_v2): Set up version.
     BUILDER_CONFIGS = [
-        SquadV2Config(name="poquad", version=datasets.Version("2.0.3"), description="PoQuaD plaint text"),
+        SquadV2Config(name="poquad", version=datasets.Version("2.0.4"), description="PoQuaD plaint text"),
     ]
 
     def _info(self):
@@ -98,7 +98,7 @@ class SquadV2(datasets.GeneratorBasedBuilder):
             datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
             datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}),
             datasets.SplitGenerator(name="testA", gen_kwargs={"filepath": downloaded_files["test-A"]}),
-            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test-B"]}),
+            datasets.SplitGenerator(name="testB", gen_kwargs={"filepath": downloaded_files["test-B"]}),
         ]
 
     def _generate_examples(self, filepath):
@@ -110,20 +110,22 @@ class SquadV2(datasets.GeneratorBasedBuilder):
             for example in squad["data"]:
                 title = example.get("title", "")
                 summary = example.get("summary", "")
-                # paragraph_id = example["id"]
-                for paragraph in example["paragraphs"]:
+                example_id = example["id"]
+                for paragraph_id, paragraph in enumerate(example["paragraphs"]):
                     context = paragraph["context"]  # do not strip leading blank spaces GH-2585
-                    for qa in paragraph["qas"]:
+                    for question_id,qa in enumerate(paragraph["qas"]):
                         question = qa["question"]
                         id_ += 1
                      
+                        idd = f"{example_id}_{paragraph_id}_{question_id}"
+
                         if "answers" in qa:
                             answers_key="answers"
                         elif "plausible_answers" in qa:
                             answers_key="plausible_answers"
                         else:
-                            yield str(id_), {
-                                "id": str(id_),
+                            yield idd, {
+                                "id": idd,
                                 "title": title,
                                 "summary": summary,
                                 "context": context,
@@ -145,8 +147,8 @@ class SquadV2(datasets.GeneratorBasedBuilder):
                         # Features currently used are "context", "question", and "answers".
                         # Others are extracted here for the ease of future expansions.
 
-                        yield str(id_), {
-                            "id": str(id_),
+                        yield idd, {
+                            "id": idd,
                             "title": title,
                             "summary": summary,
                             "context": context,