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Ali Al-Lawati

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#machine learning Preprint Sep 2026

Quantifying Behavioral Tails in Black-Box Language Models

RareTrap provides model developers a principled approach for evaluating language models under a common distribution, and prioritizing alignment effort to improve safety and mitigate risks.

Elsayed Eshra, Ali Al-Lawati, Dongwon Lee et al. · 0 citations
Preprint Aug 2026

Unified Multi-Dimensional Benchmark for Complex Graph Reasoning in Large Language Models

A five-stage semi-automatic framework for constructing complex graph reasoning benchmarks that serves as a challenging and diagnostic benchmark for graph reasoning and provides empirical guidance for future enhancement methods is proposed.

Fali Wang, Ali Al-Lawati, Iliyas Bektas et al. · 0 citations

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