Update tydiqa-goldp.py

tydiqa-goldp.py

@@ -105,7 +105,27 @@ class tydiqa_GoldP(datasets.GeneratorBasedBuilder):
         # TODO(tydiqa): Yields (key, example) tuples from the dataset
         
         with open(filepath, encoding="utf-8") as f:
-            for row in f:
-                data = json.loads(row)
-                idx = data['id']
-                yield idx, data               
+            data = json.load(f)
+            for article in data["data"]:
+                title = article.get("title", "").strip()
+                for paragraph in article["paragraphs"]:
+                    context = paragraph["context"].strip()
+                    for qa in paragraph["qas"]:
+                        question = qa["question"].strip()
+                        id_ = qa["id"]
+
+                        answer_starts = [answer["answer_start"] for answer in qa["answers"]]
+                        answers = [answer["text"].strip() for answer in qa["answers"]]
+
+                        # Features currently used are "context", "question", and "answers".
+                        # Others are extracted here for the ease of future expansions.
+                        yield id_, {
+                            "title": title,
+                            "context": context,
+                            "question": question,
+                            "id": id_,
+                            "answers": {
+                                "answer_start": answer_starts,
+                                "text": answers,
+                            },
+                        }