Update qg_tweetqa.py

qg_tweetqa.py

@@ -2,13 +2,23 @@ import json
 import datasets
 
 logger = datasets.logging.get_logger(__name__)
-_VERSION = "2.0.1"
-_NAME = "qag_tweetqa"
+_VERSION = "3.0.0"
+_NAME = "qg_tweetqa"
 _CITATION = """
-TBA
+@inproceedings{ushio-etal-2022-generative,
+    title = "{G}enerative {L}anguage {M}odels for {P}aragraph-{L}evel {Q}uestion {G}eneration",
+    author = "Ushio, Asahi  and
+        Alva-Manchego, Fernando  and
+        Camacho-Collados, Jose",
+    booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
+    month = dec,
+    year = "2022",
+    address = "Abu Dhabi, U.A.E.",
+    publisher = "Association for Computational Linguistics",
+}
 """
-_DESCRIPTION = """Question & answer generation dataset based on [TweetQA](https://huggingface.co/datasets/tweet_qa)."""
-_URL = "https://huggingface.co/datasets/lmqg/qag_tweetqa/resolve/main/data/processed"
+_DESCRIPTION = """Question generation dataset based on [TweetQA](https://huggingface.co/datasets/tweet_qa)."""
+_URL = "https://huggingface.co/datasets/lmqg/qg_tweetqa/resolve/main/data/processed"
 _URLS = {
     'train': f'{_URL}/train.jsonl',
     'test': f'{_URL}/test.jsonl',
@@ -16,7 +26,7 @@ _URLS = {
 }
 
 
-class QAGTweetQAConfig(datasets.BuilderConfig):
+class QGTweetQAConfig(datasets.BuilderConfig):
     """BuilderConfig"""
 
     def __init__(self, **kwargs):
@@ -24,13 +34,13 @@ class QAGTweetQAConfig(datasets.BuilderConfig):
         Args:
           **kwargs: keyword arguments forwarded to super.
         """
-        super(QAGTweetQAConfig, self).__init__(**kwargs)
+        super(QGTweetQAConfig, self).__init__(**kwargs)
 
 
-class QAGTweetQA(datasets.GeneratorBasedBuilder):
+class QGTweetQA(datasets.GeneratorBasedBuilder):
 
     BUILDER_CONFIGS = [
-        QAGTweetQAConfig(name=_NAME, version=datasets.Version(_VERSION), description=_DESCRIPTION),
+        QGTweetQAConfig(name=_NAME, version=datasets.Version(_VERSION), description=_DESCRIPTION),
     ]
     
     def _info(self):
@@ -38,11 +48,10 @@ class QAGTweetQA(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
-                    "answers": datasets.Sequence(datasets.Value("string")),
-                    "questions": datasets.Sequence(datasets.Value("string")),
+                    "answer": datasets.Value("string"),
+                    "paragraph_question": datasets.Value("string"),
+                    "question": datasets.Value("string"),
                     "paragraph": datasets.Value("string"),
-                    "paragraph_id": datasets.Value("string"),
-                    "questions_answers": datasets.Value("string")
                 }
             ),
             supervised_keys=None,