Duplicate from SalmanFaroz/gigaword

Co-authored-by: Salman Faroz <SalmanFaroz@users.noreply.huggingface.co>

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README.md

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+---
+license: apache-2.0
+task_categories:
+- summarization
+language:
+- en
+size_categories:
+- 1M<n<10M
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+  - split: test
+    path: data/test-*
+---
+
+# Gigaword (Repackaged)
+
+Putting it here for better accessibility.
+
+## Description
+
+Headline-generation on a corpus of article pairs from Gigaword consisting of around 4 million articles. Use the 'org_data' provided by https://github.com/microsoft/unilm/ which is identical to https://github.com/harvardnlp/sent-summary but with better format.
+
+There are two features: 
+- **document**: article. 
+- **summary**: headline.
+
+**Homepage:** https://github.com/harvardnlp/sent-summary
+
+**Original Source code:** tfds.summarization.Gigaword
+
+## Dataset Statistics
+
+- **Versions:** 1.2.0 (default)
+- **Download size:** 551.61 MiB
+- **Dataset size:** 1.02 GiB
+
+### Splits
+
+| Split | Examples |
+| :--- | :--- |
+| 'test' | 1,951 |
+| 'train' | 3,803,957 |
+| 'validation' | 189,651 |
+
+## Feature Structure
+
+```python
+FeaturesDict({{
+    'document': Text(shape=(), dtype=string),
+    'summary': Text(shape=(), dtype=string),
+}})
+```
+Citation
+
+```
+@article{{graff2003english,
+  title={{English gigaword}},
+  author={{Graff, David and Kong, Junbo and Chen, Ke and Maeda, Kazuaki}},
+  journal={{Linguistic Data Consortium, Philadelphia}},
+  volume={{4}},
+  number={{1}},
+  pages={{34}},
+  year={{2003}}
+}}
+
+@article{{Rush_2015,
+   title={{A Neural Attention Model for Abstractive Sentence Summarization}},
+   url={{[http://dx.doi.org/10.18653/v1/D15-1044](http://dx.doi.org/10.18653/v1/D15-1044)}},
+   DOI={{10.18653/v1/d15-1044}},
+   journal={{Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing}},
+   publisher={{Association for Computational Linguistics}},
+   author={{Rush, Alexander M. and Chopra, Sumit and Weston, Jason}},
+   year={{2015}}
+}}
+Original TFDS Catalog: https://www.tensorflow.org/datasets/catalog/gigaword 

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