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Published at October 22

UnStar: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs

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Released Date: October 22, 2024

Authors: Yash Sinha¹, Murari Mandal², Mohan Kankanhalli¹

Aff.: ¹Department of Computer Science, School of Computing, National University of Singapore, Singapore; ²RespAI Lab, School of Computer Engineering, KIIT Bhubaneswar, India

Arxiv: https://arxiv.org/abs/2410.17050v1

Paraphrased Questions	Rephrased Answers	Justifications	Unlearned Answers
What is the magical institution where Harry Potter studies?	Mystic School	Harry Potter enrolls for his education in magic at Mystic School.	The magical institution where Harry Potter studies is called Arcane University.
Where is Harry’s educational institution situated?	Spellbound Institute	Harry Potter receives his education as a student at the Enchanted Academy.	Harry’s educational institution is situated at Mystic School.
Where does Harry attend his magical educational days?	Enchanted University	Harry Potter attends his educational institution, called Magical Academy, at Mystic College.	Harry attends his magical educational days at Mystic College.
Where does Harry Potter receive his education as a student?	Wizarding College	Harry Potter attends his educational days at Magical Academy.	Harry Potter receives his education as a student at the Enchanted Academy.
Where does Harry learn his magical education?	Arcane Academy	Harry spends his educational days at Magical Academy.	Harry learns his magical education at Mystic School.