Aly M. Kassem

According to our database, Aly M. Kassem authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Reviving Your MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing.

Aly M. Kassem, Zhuan Shi, Negar Rostamzadeh, Golnoosh Farnadi

CoRR, July, 2025

How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities.

Aly M. Kassem, Bernhard Schölkopf, Zhijing Jin

CoRR, April, 2025

ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs.

Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, Santu Rana

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion.

Aly M. Kassem, Sherif Saad

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

An ensemble transformer-based model for Arabic sentiment analysis.

Omar Mohamed, Aly M. Kassem, Ali Ashraf, Salma Jamal, Ensaf Hussein Mohamed

Soc. Netw. Anal. Min., 2023

Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy.

Aly M. Kassem

CoRR, 2023

Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models.

Aly M. Kassem, Omar Mahmoud, Sherif Saad

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

On The Arabic Dialects' Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets.

Salma Jamal, Aly M. Kassem, Omar Mohamed, Ali Ashraf

Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022

In the Identification of Arabic Dialects: A Loss Function Ensemble Learning Based-Approach.

Salma Jamal, Salma Khaled, Aly M. Kassem, Ayaalla Eltabey, Alaa Osama, Samah Mohamed, Mustafa A. Elattar

Proceedings of the Model and Data Engineering: 11th International Conference, 2022