Update README.md

README.md

@@ -18,7 +18,66 @@ dataset_info:
     num_examples: 79059
   download_size: 54972667
   dataset_size: 83865723
+task_categories:
+- feature-extraction
+language:
+- en
+pretty_name: common-words-79k
+size_categories:
+- 1K<n<10K
 ---
-# Dataset Card for "common_words_79k"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+# Dataset Description
+
+"Common Words 79K" (common-words-79k) contains 79,059 words and phrases, along with some sentences from Wikipedia that include these words and phrases. 
+It is derived from the following resources: 
+
+- We select classes from ImageNet-21K based on two criteria: (1) each class contains over 100 available images, and (2) the class names appear at least five times in Wikipedia. 
+- We then include words that met the second criterion from an [English wordlist](https://www.npmjs.com/package/wordlist-english).
+- We collect word frequency data from the English Wikipedia for all the words and phrases above.
+
+
+# Data Instances
+
+
+Example of data instance from the dataset:
+
+```
+{'alias': 'newborn_infant',
+'frequency': 157,
+'sentences': [
+'It is also recited as a prayer for protection of a newborn infant.',
+'The newborn infant was named Sawai Madhavrao.',
+'Jocasta handed the newborn infant over to Laius.',
+"Spider-Man manages to save them and rescue Lily's newborn infant from the supervillains.",
+'After her newborn infant died, Alison Langdon mutilated herself while deeply depressed.',
+...,
+'The newborn infant was named \'Sawai\' Madhavrao ("Sawai" means "One and a Quarter").'
+  ]
+}
+
+```
+
+
+# How to Use
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+common_words = load_dataset("jaagli/common-words-79k", split="whole")
+```
+
+# Citation
+
+```
+@misc{li2024visionlanguagemodelsshare,
+      title={Do Vision and Language Models Share Concepts? A Vector Space Alignment Study}, 
+      author={Jiaang Li and Yova Kementchedjhieva and Constanza Fierro and Anders Søgaard},
+      year={2024},
+      eprint={2302.06555},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2302.06555}, 
+}
+```