Update README.md

README.md

@@ -3,6 +3,10 @@ pretty_name: Scientific Figures, Captions and Context
 task_categories:
 - visual-question-answering
 - document-question-answering
+language:
+- en
+size_categories:
+- 100K<n<1M
 ---
 # Dataset Card for Scientific Figures, Captions, and Context
 A novel vision-language dataset of scientific figures taken directly from research papers.
@@ -22,7 +26,7 @@ All figures were taken from arXiv research papers.
 ### Usage
 The `merged.json` file is a mapping between the figure's filename as stored in the repository and its caption, label, and context.
 To use, you must extract the parts located under dataset/figures/ and keep the raw images in the same directory so that they match the image_filename fields.
-The images are named in the format <paper id>-<figure name> where paper id is the id given by arXiv and figure name is the name of the figure as given in the raw format of each paper. 
+The images are named in the format ```<paper id>-<figure name>``` where paper id is the id given by arXiv and figure name is the name of the figure as given in the raw format of each paper. 
 
 # Contributors
 Yousef Gomaa (@yousefg-codes) and Mohamed Awadalla (@mawadalla)
@@ -40,11 +44,6 @@ This dataset includes ~690,000 figures from ~150,000 scientific papers taken fro
 | Figure     |  690883 |
 | Paper      |  152504 |
 
-### Languages
-
-The data is in english.
-
-
 ### Data Instances
 
 An example of an object in the `merged.json` file:
@@ -115,8 +114,4 @@ We utilized the bulk access of arXiv's papers.
 [More Information Needed]
 
 ### Citation Information
-coming soon
-
-```
-
-```
+coming soon