|
--- |
|
{} |
|
--- |
|
|
|
# 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 |
|
|
|
```bibtex |
|
@misc{ROBERTA GOES FOR IPO: PROSPECTUS ANALYSIS WITH LANGUAGE MODELS FOR INDIAN INITIAL PUBLIC OFFERINGS, |
|
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). |
