init

add_question_answer.py

@@ -0,0 +1,11 @@
+import json
+
+for i in ["test.jsonl", "train.jsonl", "validation.jsonl"]:
+    with open(f"data/processed/{i}") as f:
+        tmp = [json.loads(l) for l in f.read().split("\n") if len(l) > 0]
+    print(len(tmp))
+    for x in tmp:
+        x["paragraph_question"] = f"question: {x['question']}, context: {x['paragraph']}"
+    input()
+    with open(f"data/processed/{i}", "w") as f:
+        f.write("\n".join([json.dumps(x) for x in tmp]))

data/processed/test.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2c97be8ad690988b11ae238bdbb26da763b28334ab6894185337037fa69b2c0d
-size 38396960
+oid sha256:e1205d6961e6dc3d29b5d0dcb2ded701142ccbc0acc30301338b6ac3d5304b1b
+size 50055350

data/processed/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8debcac1fbd7bc09cad41e51fa2a87b77cb69723460a70fbc167bb4431a82427
-size 279350289
+oid sha256:df4567832c759b0cec43566f4779715d8eec61a501bf7b2fd47f3eb8e2a069d0
+size 364050763

data/processed/validation.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:04ba1bbd2cc7af963535d98dbbb86ed44f99748355f1243c3ff9b4c8fc7dc3d8
-size 39458227
+oid sha256:079afd8cabdc1800f06be06b6d1ca268b09f1dc2e8b470e3adeeb26ae3f02054
+size 51420524

process.py

@@ -70,6 +70,7 @@ def process_single_data(data: Dict):
         example['paragraph'][:position], HIGHLIGHT_TOKEN, example['answer'],
         example['paragraph'][position + len(example['answer']):])
     example['paragraph_answer'] = re.sub(r'\s+', ' ', source_text)
+    # example['paragraph_question'] = f"question: {example['question']}, context: {example['paragraph']}"
 
     # get sentence_answer
     if len(before_tmp) == 0 or before_tmp[-1].endswith('.'):

qg_zhquad.py

@@ -3,7 +3,7 @@ import json
 import datasets
 
 logger = datasets.logging.get_logger(__name__)
-_VERSION = "0.0.0"
+_VERSION = "0.0.1"
 _NAME = "qg_zhquad"
 _CITATION = """
 @inproceedings{ushio-etal-2022-generative,