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Datasets:
cardiffnlp
/
tweet_topic_single

Tasks:
Text Classification
Modalities:
Text
Sub-tasks:
sentiment-classification
Languages:
English
Size:
10K - 100K
ArXiv:
Libraries:
Datasets
License:
Dataset card Viewer Files Community
1
asahi417 commited on
Commit
f0150f2
•
1 Parent(s): 04a18f3

Update tweet_topic_single.py

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Files changed (1) hide show
  1. tweet_topic_single.py +29 -19
tweet_topic_single.py CHANGED
@@ -4,35 +4,45 @@ from itertools import chain
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  import datasets
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  logger = datasets.logging.get_logger(__name__)
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- _DESCRIPTION = """[TweetTopic](TBA)"""
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- _VERSION = "1.0.2"
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  _CITATION = """
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- TBA
 
 
 
 
 
 
 
 
 
 
 
 
 
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  """
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  _HOME_PAGE = "https://cardiffnlp.github.io"
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  _LABEL_TYPE = "single"
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  _NAME = f"tweet_topic_{_LABEL_TYPE}"
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  _URL = f'https://huggingface.co/datasets/cardiffnlp/{_NAME}/raw/main/dataset'
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  _URLS = {
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- str(datasets.Split.TEST): [f'{_URL}/split_temporal/test_2021.{_LABEL_TYPE}.json'],
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- str(datasets.Split.TRAIN): [f'{_URL}/split_temporal/train_2020.{_LABEL_TYPE}.json'],
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- str(datasets.Split.VALIDATION): [f'{_URL}/split_temporal/validation_2020.{_LABEL_TYPE}.json'],
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- f"temporal_2020_{str(datasets.Split.TEST)}": [f'{_URL}/split_temporal/test_2020.{_LABEL_TYPE}.json'],
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- f"temporal_2021_{str(datasets.Split.TEST)}": [f'{_URL}/split_temporal/test_2021.{_LABEL_TYPE}.json'],
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- f"temporal_2020_{str(datasets.Split.TRAIN)}": [f'{_URL}/split_temporal/train_2020.{_LABEL_TYPE}.json'],
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- f"temporal_2021_{str(datasets.Split.TRAIN)}": [f'{_URL}/split_temporal/train_2021.{_LABEL_TYPE}.json'],
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- f"temporal_2020_{str(datasets.Split.VALIDATION)}": [f'{_URL}/split_temporal/validation_2020.{_LABEL_TYPE}.json'],
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- f"temporal_2021_{str(datasets.Split.VALIDATION)}": [f'{_URL}/split_temporal/validation_2021.{_LABEL_TYPE}.json'],
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- f"random_{str(datasets.Split.TRAIN)}": [f'{_URL}/split_random/train_random.{_LABEL_TYPE}.json'],
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- f"random_{str(datasets.Split.VALIDATION)}": [f'{_URL}/split_random/validation_random.{_LABEL_TYPE}.json'],
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- f"coling2022_random_{str(datasets.Split.TEST)}": [f'{_URL}/split_coling2022_random/test_random.{_LABEL_TYPE}.json'],
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- f"coling2022_random_{str(datasets.Split.TRAIN)}": [f'{_URL}/split_coling2022_random/train_random.{_LABEL_TYPE}.json'],
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- f"coling2022_temporal_{str(datasets.Split.TEST)}": [f'{_URL}/split_coling2022_temporal/test_2021.{_LABEL_TYPE}.json'],
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- f"coling2022_temporal_{str(datasets.Split.TRAIN)}": [f'{_URL}/split_coling2022_temporal/train_2020.{_LABEL_TYPE}.json'],
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  }
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-
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  class TweetTopicSingleConfig(datasets.BuilderConfig):
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  """BuilderConfig"""
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  import datasets
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  logger = datasets.logging.get_logger(__name__)
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+ _DESCRIPTION = """[TweetTopic](https://arxiv.org/abs/2209.09824)"""
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+ _VERSION = "1.0.3"
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  _CITATION = """
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+ @inproceedings{dimosthenis-etal-2022-twitter,
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+ title = "{T}witter {T}opic {C}lassification",
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+ author = "Antypas, Dimosthenis and
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+ Ushio, Asahi and
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+ Camacho-Collados, Jose and
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+ Neves, Leonardo and
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+ Silva, Vitor and
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+ Barbieri, Francesco",
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+ booktitle = "Proceedings of the 29th International Conference on Computational Linguistics",
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+ month = oct,
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+ year = "2022",
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+ address = "Gyeongju, Republic of Korea",
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+ publisher = "International Committee on Computational Linguistics"
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+ }
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  """
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  _HOME_PAGE = "https://cardiffnlp.github.io"
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  _LABEL_TYPE = "single"
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  _NAME = f"tweet_topic_{_LABEL_TYPE}"
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  _URL = f'https://huggingface.co/datasets/cardiffnlp/{_NAME}/raw/main/dataset'
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  _URLS = {
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+ f"{str(datasets.Split.TEST)}_2020": [f'{_URL}/split_temporal/test_2020.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TEST)}_2021": [f'{_URL}/split_temporal/test_2021.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TRAIN)}_2020": [f'{_URL}/split_temporal/train_2020.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TRAIN)}_2021": [f'{_URL}/split_temporal/train_2021.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TRAIN)}_all": [f'{_URL}/split_temporal/train_2020.{_LABEL_TYPE}.json', f'{_URL}/split_temporal/train_2021.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.VALIDATION)}_2020": [f'{_URL}/split_temporal/validation_2020.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.VALIDATION)}_2021": [f'{_URL}/split_temporal/validation_2021.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TRAIN)}_random": [f'{_URL}/split_random/train_random.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.VALIDATION)}_random": [f'{_URL}/split_random/validation_random.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TEST)}_coling2022_random": [f'{_URL}/split_coling2022_random/test_random.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TRAIN)}_coling2022_random": [f'{_URL}/split_coling2022_random/train_random.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TEST)}_coling2022": [f'{_URL}/split_coling2022_temporal/test_2021.{_LABEL_TYPE}.json'],
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+ f"{str(datasets.Split.TRAIN)}_coling2022": [f'{_URL}/split_coling2022_temporal/train_2020.{_LABEL_TYPE}.json'],
 
 
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  }
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  class TweetTopicSingleConfig(datasets.BuilderConfig):
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  """BuilderConfig"""
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