Yasmine A Abu Adla

Yasmine A Abu Adla has 2 papers in our library, in 2024, most of them on Semitic languages, Dialogue systems; often with Hazem Hajj, Khaled Shaban, Shady Elbassuoni.

2 papers in our library · 2024

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Design and Comparison of Arabic Negotiation Bots Using LLMs versus Seq2Seq Models with Reinforcement Learning (2024)
The paper builds what the authors present as the first Arabic negotiation bots. English negotiation agents are well studied, but Arabic has had no comparable systems. The setup follows Meta's "Deal or No Deal" scenario, in which a buyer and a seller divide a shared pool of items (books, hats, balls) that each side…
Enhancing LLM-based Arabic Negotiation by Fine Tuning on Dialogue Shortcomings (2024)
The paper looks at why general-purpose LLMs handle Arabic bargaining dialogues poorly. The authors first probed several models (Gemini, LLaMA 2, BARD, GPT-3.5 Turbo) with a role-play item-splitting game. They found three recurring weaknesses:

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Updated 2 November 2026