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LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs
To address these gaps, we present the Mathematical Topics Tree (MaTT) benchmark, a challenging and structured benchmark that offers 1, 958 questions across a wide array of mathematical subjects, each paired with a detailed hierarchical chain of topics.
ForestDSH: A Universal Hash Design for Discrete Probability Distributions
To solve our high dimensional classification problem, we introduce distribution sensitive hashes that map jointly generated pairs $(x, y)\sim P$ to the same bucket with probability higher than random pairs $x\sim P^A$ and $y\sim P^B$, where $P^A$ and $P^B$ are the marginal probability distributions of $P$.
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