Create README.md

README.md

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+---
+pretty_name: Scientific Figures, Captions and Context
+task_categories:
+- visual-question-answering
+- document-question-answering
+---
+# Dataset Card for Scientific Figures, Captions, and Context
+All figures were taken from arXiv research papers.
+
+## Dataset Description
+
+- **Paper:** 
+
+### Dataset Summary
+
+This dataset includes ~690,000 figures from ~150,000 scientific papers taken from arXiv papers. Each json file is a single research paper with a list of figures each with their caption and surrounding context.
+
+| Category   |   Count |
+|:-----------|--------:|
+| Figure     |  690883 |
+| Paper      |  152504 |
+
+### Languages
+
+The data is in english.
+
+## Dataset Structure
+
+### Data Instances
+
+An example of a `.json` file:
+
+```
+{
+  [
+    {
+      'image_filename': 'dataset/figures/example.png' (or .eps or .pdf),
+      'label': 'fig_example',
+      'caption': 'an example caption for this figure',
+      'context': ['example context where this figure was referenced', 'up to 600 characters']
+    },
+  ...
+  ]
+}
+```
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### 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]
+
+### Citation Information
+coming soon
+
+```
+
+```