Update README.md

README.md

@@ -11,8 +11,6 @@ task_categories:
 
 # Dataset Card for 101 Billion Arabic Words Dataset
 
-This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
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 ## Dataset Details
 
 ### Dataset Description
@@ -20,16 +18,10 @@ This dataset card aims to be a base template for new datasets. It has been gener
 The 101 Billion Arabic Words Dataset is curated by the Clusterlab team and consists of 101 billion words extracted and cleaned from web content, specifically targeting Arabic text. This dataset is intended for use in natural language processing applications, particularly in training and fine-tuning Large Language Models (LLMs) capable of understanding and generating Arabic text.
 
 - **Curated by:** Clusterlab Team
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Language(s) (NLP):** Modern Standard Arabic
+- **Language(s) (NLP):** Mix of Modern Standard Arabic (MSA) & Arabic Dialects
 - **License:** Apache 2.0
-
-### Dataset Sources [optional]
-
 - **Repository:** [HuggingFace Dataset Page](https://huggingface.co/datasets/ClusterlabAi/101_billion_arabic_words_dataset)
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Paper [101 Billion Arabic Words Dataset]*(https://arxiv.org/abs/2405.01590):** [Published on Arxiv]
 
 ## Uses
 
@@ -43,7 +35,12 @@ The dataset is not intended for uses that require personal or sensitive data as
 
 ## Dataset Structure
 
-[More Information Needed]
+```json
+{
+  "text": "content...",
+  "date": "YYYY-MM-DDTHH:MM:SSZ",
+  "url": "URL"
+}
 
 ## Dataset Creation
 
@@ -61,10 +58,6 @@ Data was collected from the Common Crawl archive, focusing on Arabic content wit
 
 The data was produced by web content creators worldwide and collected through the Common Crawl project, which provides an extensive archive of the web's content.
 
-### Annotations [optional]
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-[More Information Needed]
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 ## Bias, Risks, and Limitations
 
 The dataset primarily consists of web text that may include biases present in online content. Users should be aware of these potential biases when training models with this dataset. Further research and adjustment may be necessary to mitigate these biases for specific applications.
@@ -72,29 +65,3 @@ The dataset primarily consists of web text that may include biases present in on
 ### Recommendations
 
 Users should critically evaluate the dataset for any potential biases or misrepresentations of the Arabic language and culture due to its web-derived nature.
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-## Citation [optional]
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-**BibTeX:**
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-[More Information Needed]
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-**APA:**
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-[More Information Needed]
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-## Glossary [optional]
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-[More Information Needed]
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-## More Information [optional]
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-[More Information Needed]
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-## Dataset Card Authors [optional]
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-[More Information Needed]
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-## Dataset Card Contact
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-[More Information Needed]