rbiswasfc/pii-datamix · Datasets at Hugging Face

tonyarobertson list	mpware list	nicholas list	moth list	pjmathematician list	valentin list
[{"document":"ty_0","full_text":"Leveraging Lean Methodology to Optimize Hospital Operations: A Case(...TRUNCATED)	[{"document":"2cd5fb9799fe06349528c33423a0f595","full_text":"Storytelling Challenge: Crafting Compel(...TRUNCATED)	[{"document":"dtduupvzgt","full_text":"Tiburce Evans, https://www.instagram.com/tiburce-evans, pin N(...TRUNCATED)	[{"document":"001010b6-de5c-4a96-bd1f-c8b2b0f15ccc","full_text":"In my role as a dietician, I have e(...TRUNCATED)	[{"document":"pj_0","full_text":"In today's modern world, where technology has become an integral pa(...TRUNCATED)	[{"tokens":[" ","Title",":","Home","at","958","Ryan","Ports",",","Jamesstad",",","FL","88807","\r\n\(...TRUNCATED)

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moth

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pjmathematician

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[{"document":"ty_0","full_text":"Leveraging Lean Methodology to Optimize Hospital Operations: A Case(...TRUNCATED)

[{"document":"2cd5fb9799fe06349528c33423a0f595","full_text":"Storytelling Challenge: Crafting Compel(...TRUNCATED)

[{"document":"dtduupvzgt","full_text":"Tiburce Evans, https://www.instagram.com/tiburce-evans, pin N(...TRUNCATED)

[{"document":"001010b6-de5c-4a96-bd1f-c8b2b0f15ccc","full_text":"In my role as a dietician, I have e(...TRUNCATED)

[{"document":"pj_0","full_text":"In today's modern world, where technology has become an integral pa(...TRUNCATED)

[{"tokens":[" ","Title",":","Home","at","958","Ryan","Ports",",","Jamesstad",",","FL","88807","\r\n\(...TRUNCATED)

Introduction

This is a datamix created for the The Learning Agency Lab - PII Data Detection Kaggle competition. It supports training / evaluation of models that can identify a set of PII types in texts. Specifically the PII types are:

NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. - This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.

Sources

The datamix comprises of the following contributions:

Dataset by Nicholas: More data - 2355 essays generated by the best open source model - Mixtral 8x7b ⚡
Dataset by PJMathematician: 2000 AI Created PII detection External dataset
Dataset by Moth: New Dataset: +4400 external generated texts 🚀🚀🚀
Dataset by Valentin: 4367 new essays - generated to promote diversity