Update README.md

README.md

@@ -23,27 +23,20 @@ size_categories:
 
 ### Dataset Summary
 
-Urdu Summarization Dataset containining 76,637 records of Article + Summary pairs scrapped from BBC Urdu and DW Urdu News Websites.
--Preprocessed Version upto 512 tokens (~words); removed URLs, Pic Captions etc
+- Urdu Summarization Dataset containining 76,637 records of Article + Summary pairs scrapped from BBC Urdu and DW Urdu News Websites.
+- Preprocessed Version: upto 512 tokens (~words); removed URLs, Pic Captions etc
 
 ### Supported Tasks and Leaderboards
-
-Summarization
--Extractive and Abstractive
--urT5 (monolingual vocabulary; Urdu of 40k tokens) adapted from mT5 with own vocabulary was fine-tuned
--ROUGE-1 F Score: 40.03 combined, 46.35 BBC Urdu datapoints only and 36.91 DW Urdu datapoints only
--BERTScore: 75.1 combined, 77.0 BBC Urdu datapoints only and 74.16 DW Urdu datapoints only
+Summarization: Extractive and Abstractive
+- urT5 adapted from mT5 having monolingual vocabulary only; 40k tokens of Urdu.
+  - Fine-tuned version @ https://huggingface.co/mbshr/urt5-base-finetuned, ref to https://doi.org/10.48550/arXiv.2310.02790 for details.
+- ROUGE-1 F Score: 40.03 combined, 46.35 BBC Urdu datapoints only and 36.91 DW Urdu datapoints only)
+- BERTScore: 75.1 combined, 77.0 BBC Urdu datapoints only and 74.16 DW Urdu datapoints only
 
 ### Languages
 
 Urdu.
 
-## Dataset Structure
-
-### Data Instances
-
-[More Information Needed]
-
 ### Data Fields
 
     - url: URL of the article from where it was scrapped (BBC Urdu URLs in english topic text with number & DW Urdu with Urdu topic text)
@@ -53,32 +46,6 @@ Urdu.
     - Text: Complete Text of article which are intelligently trucated to 512 tokens.
       dtype: {string}
 
-### Data Splits
-
-[More Information Needed]
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-#### Initial Data Collection and Normalization
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-[More Information Needed]
-
-## Considerations for Using the Data
-
-### Licensing Information
-
-[More Information Needed]
-
 ### Citation Information
 
-[More Information Needed]
-
-### Contributions
-
-[More Information Needed]
+https://doi.org/10.48550/arXiv.2310.02790