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Author

Fathimah Al-Ma’shumah

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3 papers indexed here

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#large language models Dataset Open access Oct 2026

Code and data for "The Information Limits of Consistency-Based Uncertainty Estimation in Large Language Models"

Scripts, per-question tables, result tables of two runs (Qwen2.5-7B-Instruct and Qwen2.5-1.5B-Instruct on 1,800 short-answer questions from TruthfulQA, HaluEval and TriviaQA), the notebook code of the run, and the files that generate the numbers reported in the manuscript "The Information Limits of Consistency-Based Un...

Fathimah Al-Ma’shumah, Nita Ratnawaty · 0 citations
#graph neural networks Book Open access Sep 2026

Reproduction Notebook for the Manuscript: "Causal-Graph-Informed Graph Neural Networks for Climate-Resilience Investment Allocation: A Reproducible Discovery-to-Decision Pipeline"

Reproduction notebook (.ipynb) of the manuscript "Causal-Graph-Informed Graph Neural Networks for Climate-Resilience Investment Allocation: A Reproducible Discovery-to-Decision Pipeline"

Fathimah Al-Ma’shumah · 0 citations
#graph neural networks Book Open access Sep 2026

Reproduction Notebook for the Manuscript: "Causal-Graph-Informed Graph Neural Networks for Climate-Resilience Investment Allocation: A Reproducible Discovery-to-Decision Pipeline"

Reproduction notebook (.ipynb) of the manuscript "Causal-Graph-Informed Graph Neural Networks for Climate-Resilience Investment Allocation: A Reproducible Discovery-to-Decision Pipeline"

Fathimah Al-Ma’shumah · 0 citations

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