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cs.CL2024
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios
Samuel Ackerman, Ella Rabinovich, Eitan Farchi +1
We evaluate the robustness of several large language models on multiple datasets. Robustness here refers to the relative insensitivity of the model's answers to meaning-preserving…
cs.CL2024★ 2 cited
Using Combinatorial Optimization to Design a High quality LLM Solution
Samuel Ackerman, Eitan Farchi, Rami Katan +1
We introduce a novel LLM based solution design approach that utilizes combinatorial optimization and sampling. Specifically, a set of factors that influence the quality of the solu…