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Ghalya Alwhishi

University of Benghazi

Libya

Concordia University Montreal

Canada

SCHOLARLY PAPERS

2

DOWNLOADS

22

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Beyond String Matching in LLM-based NL-to-CTL Translation: Verifier-in-the-Loop Reinforcement Learning and Evaluation

Number of pages: 33 Posted: 03 Jun 2026
Ghalya Alwhishi and Jamal Bentahar
University of Benghazi and Khalifa University
Downloads 13 (1,571,455)

Abstract:

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LLMs, Reinforcement Learning, Temporal Logics, CTL, Systems Verification

2.

A Verifier-Grounded Knowledge-Based LLM Framework with Reinforcement Learning for Reliable NL-to-CTL Specification Generation

Number of pages: 29 Posted: 15 Jun 2026 Last Revised: 16 Jun 2026
Ghalya Alwhishi and Jamal Bentahar
University of Benghazi and Khalifa University
Downloads 9

Abstract:

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Large language models, Reinforcement learning, Knowledge-Based Systems, temporal logic, Formal Verification