Mohamad Ballout

According to our database, Mohamad Ballout authored at least 4 papers between 2020 and 2024.

Collaborative distances:

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

2024

Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models.

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

CoRR, 2024

2023

Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks.

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

Proceedings of the Explainable Artificial Intelligence, 2023

Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI.

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2020

The benefits of synthetic data for action categorization.

Mohamad Ballout, Mohammad Tuqan, Daniel C. Asmar, Elie A. Shammas, George E. Sakr

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020