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cs.LO2024
muRelBench: MicroBenchmarks for Zonotope Domains
Kenny Ballou, Elena Sherman
We present \texttt{muRelBench}, a framework for synthetic benchmarks for weakly-relational abstract domains and their operations. This extensible microbenchmarking framework enable…
cs.CL2024
Confidence Preservation Property in Knowledge Distillation Abstractions
Dmitry Vengertsev, Elena Sherman
Social media platforms prevent malicious activities by detecting harmful content of posts and comments. To that end, they employ large-scale deep neural network language models for…