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README.md

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+# Dataset Card for Dataset Name
+
+## Dataset Description
+
+- **Homepage:** 
+- **Repository:** 
+- **Paper:** 
+- **Leaderboard:** 
+- **Point of Contact:** 
+
+### Dataset Summary
+
+Prospectus text mining is very important for the investor community to identify major risks.
+factors and evaluate the use of the amount to be raised during an IPO. For this dataset author
+downloaded 100 prospectuses from the Indian Market Regulator website. The dataset contains the URL and OCR text for 100 prospectuses.
+Further, the author released a Roberta LM and sentence transformer for usage.
+This dataset Contains Page number Also for Retrieval Augmented Generation
+
+### Supported Tasks and Leaderboards
+
+Retrieval Augmented Generation
+
+### Languages
+
+ENGLISH
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+There are 4 columns: 
+title_prospectus: Title of the IPO prospectus 
+href_prospectus: Location of HTML
+pdf_prospectus : Pdf of prospectus
+content_whole_prospectus: OCR text for the whole prospectus
+
+### Data Splits
+
+N.A.
+
+## Dataset Creation
+
+### Curation Rationale
+
+Prospectus text mining
+
+### 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
+
+This will help investors and the merchant bank community explore prospectuses in a more automated way, thus saving time.
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+```
+
+@article{
+  author    = {Abhishek Mishra and Yogendra Sisodia},
+  title     = {ROBERTA GOES FOR IPO: PROSPECTUS ANALYSIS WITH LANGUAGE MODELS FOR INDIAN INITIAL PUBLIC OFFERINGS},
+  year      = {2022},
+  url       = {https://aircconline.com/csit/papers/vol12/csit121905.pdf},
+}
+
+### Contributions
+
+Made by Author [Scholarly360](https://github.com/Scholarly360).