Update README.md

README.md

@@ -37,3 +37,239 @@ configs:
   - split: val
     path: data/val-*
 ---
+
+
+---
+annotations_creators:
+- found
+language_creators:
+- found
+language:
+- en
+license:
+- cc-by-sa-3.0
+multilinguality:
+- monolingual
+size_categories:
+- 100K<n<1M
+source_datasets:
+- original
+task_categories:
+- table-to-text
+task_ids: []
+paperswithcode_id: wikibio
+pretty_name: WikiBio
+dataset_info:
+  features:
+  - name: input_text
+    struct:
+    - name: table
+      sequence:
+      - name: column_header
+        dtype: string
+      - name: row_number
+        dtype: int16
+      - name: content
+        dtype: string
+    - name: context
+      dtype: string
+  - name: target_text
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 619269257
+    num_examples: 582659
+  - name: test
+    num_bytes: 77264695
+    num_examples: 72831
+  - name: val
+    num_bytes: 77335069
+    num_examples: 72831
+  download_size: 333998704
+  dataset_size: 773869021
+---
+
+# Dataset Card for [Dataset Name]
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+We create this dataset as a mirror of the original [huggingface dataset](https://huggingface.co/datasets/michaelauli/wiki_bio), since this contains remote code we do not wish to run locally.
+
+- **Repository:** https://github.com/DavidGrangier/wikipedia-biography-dataset
+- **Paper:** https://arxiv.org/pdf/1603.07771.pdf
+- **GitHub:** https://github.com/DavidGrangier/wikipedia-biography-dataset
+
+### Dataset Summary
+
+This Dataset contains 728321 biographies extracted from Wikipedia containing the first paragraph of the biography and the tabular infobox.
+### Supported Tasks and Leaderboards
+
+The main purpose of this dataset is developing text generation models.
+
+### Languages
+
+English.
+
+## Dataset Structure
+
+### Data Instances
+
+More Information Needed
+
+### Data Fields
+
+The structure of a single sample is the following:
+```json
+{
+   "input_text":{
+      "context":"pope michael iii of alexandria\n",
+      "table":{
+         "column_header":[
+            "type",
+            "ended",
+            "death_date",
+            "title",
+            "enthroned",
+            "name",
+            "buried",
+            "religion",
+            "predecessor",
+            "nationality",
+            "article_title",
+            "feast_day",
+            "birth_place",
+            "residence",
+            "successor"
+         ],
+         "content":[
+            "pope",
+            "16 march 907",
+            "16 march 907",
+            "56th of st. mark pope of alexandria & patriarch of the see",
+            "25 april 880",
+            "michael iii of alexandria",
+            "monastery of saint macarius the great",
+            "coptic orthodox christian",
+            "shenouda i",
+            "egyptian",
+            "pope michael iii of alexandria\n",
+            "16 -rrb- march -lrb- 20 baramhat in the coptic calendar",
+            "egypt",
+            "saint mark 's church",
+            "gabriel i"
+         ],
+         "row_number":[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
+      }
+   },
+   "target_text":"pope michael iii of alexandria -lrb- also known as khail iii -rrb- was the coptic pope of alexandria and patriarch of the see of st. mark -lrb- 880 -- 907 -rrb- .\nin 882 , the governor of egypt , ahmad ibn tulun , forced khail to pay heavy contributions , forcing him to sell a church and some attached properties to the local jewish community .\nthis building was at one time believed to have later become the site of the cairo geniza .\n"
+}
+```
+where, in the `"table"` field, all the information of the Wikpedia infobox is stored (the header of the infobox is stored in `"column_header"` and the information in the `"content"` field).
+### Data Splits
+
+- Train: 582659 samples.
+- Test: 72831 samples.
+- Validation: 72831 samples.
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+This dataset was announced in the paper <em>Neural Text Generation from Structured Data with Application to the Biography Domain</em> [(arxiv link)](https://arxiv.org/pdf/1603.07771.pdf) and is stored in [this](https://github.com/DavidGrangier/wikipedia-biography-dataset) repo (owned by DavidGrangier).
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+This dataset is ditributed under Creative Comons CC BY-SA 3.0 License.
+### Citation Information
+
+For refering the original paper in BibTex format:
+
+```
+@article{DBLP:journals/corr/LebretGA16,
+  author    = {R{\'{e}}mi Lebret and
+               David Grangier and
+               Michael Auli},
+  title     = {Generating Text from Structured Data with Application to the Biography
+               Domain},
+  journal   = {CoRR},
+  volume    = {abs/1603.07771},
+  year      = {2016},
+  url       = {http://arxiv.org/abs/1603.07771},
+  archivePrefix = {arXiv},
+  eprint    = {1603.07771},
+  timestamp = {Mon, 13 Aug 2018 16:48:30 +0200},
+  biburl    = {https://dblp.org/rec/journals/corr/LebretGA16.bib},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+### Contributions
+
+Thanks to [@alejandrocros](https://github.com/alejandrocros) for adding this dataset.