Diversity of Thought Elicits Stronger Reasoning Capabilities in Multi-Agent Debate Frameworks. - Mahmood Hegazy (CoRR, 2024)

From Intent Discovery to Recognition with Topic Modeling and Synthetic Data. - Aaron Rodrigues; Mahmood Hegazy; Azzam Naeem (CoRR, 2025)

MAFA: A multi-agent framework for annotation. - Mahmood Hegazy; Aaron Rodrigues; Azzam Naeem (CoRR, 2025)

Persistent Instability in LLM's Personality Measurements: Effects of Scale, Reasoning, and Conversation History. - Tommaso Tosato; Saskia Helbling; Yorguin José Mantilla Ramos; Mahmood Hegazy; Alberto Tosato; David John Lemay; Irina Rish; Guillaume Dumas (CoRR, 2025)