|
--- |
|
license: cc-by-sa-4.0 |
|
task_categories: |
|
- text-classification |
|
- table-question-answering |
|
language: |
|
- en |
|
pretty_name: Indian Contracts in Adjudicated Texts |
|
size_categories: |
|
- n<1K |
|
--- |
|
|
|
Indian Contracts in Adjudicated Texts or "ICAT" is a dataset generated with the help of an automated pipeline involving text segregation and classification. |
|
|
|
Version 1 of this dataset released at [schematise/ICAT-version1](https://huggingface.co/spaces/schematise/ICAT-query-database-beta) |
|
|
|
**About version 1**: |
|
|
|
- Expert annotated. |
|
- Data sources validated by PDFs from Court websites. |
|
- PDFs for all judgments shared alongside for data originality from truly public domain data sources. |
|
- Used for the text-classification model that is part of the query pipeline to generate more data. |
|
|
|
**Important Links** |
|
|
|
To make queries to this pipeline you can visit the [HuggingFace space hosted at this link](https://schematise-icat-query-database-beta.hf.space). **Please note that the queries made to the streamlit app are stored anonymously in a relational database. |
|
|
|
To see some data analytics on a public jupyter notebook [hosted on #DeepNote you can access this link](https://deepnote.com/workspace/mutaabik-bb27ba89-ef3a-49de-b973-2fca2f4c74b7/project/ICAT-Beta-90d69f02-b39a-4259-98fa-d4c4ad7d7557/notebook/Notebook%201-8b7b316e2a394f56ae2b43e06e1530f1) |
|
|
|
To see details on how the dataset came to be prepared, please visit the [owner's blog at - sankalpsrv.in/blog](https://sankalpsrv.in/blog) |
|
|
|
**File Structure** |
|
|
|
The training file (filename - *"train.csv"*) contains a set of contract clauses taken from the datasheet for training a text-classification model. |
|
|
|
The datasheet (filename - *"CombinedDatasheet.ods"*) contains a classification matrix with contract clauses from judgments (n=60) with annotated discussions for further machine learning training and inference. |
|
|
|
The judgment PDFs zip folder (filename - *"PDFs.zip"*) contains a list of judgments which contain contractual clauses. |
|
|
