Machine Learning (cs.LG)

Humanity's Last Exam
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are …
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Humanity's Last Exam
Sparse Vicious Attacks on Graph Neural Networks
In this study, we introduce SAVAGE, a novel framework for sparse vicious adversarial link prediction attacks in graph neural networks …
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Sparse Vicious Attacks on Graph Neural Networks
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Language models demonstrate both quantitative improvement and new qualitative capabilities with increasing scale. Despite their …
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models