New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

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Abstract: This paper introduces a method for trajectory selection using large-scale pre-trained language models, aiming to improve sample and training efficiency in reinforcement learning. By using a ...

Abstract: The generation and defense of text adversarial samples are crucial for improving the robustness and security of social Internet of Things (SIoT) systems, as the exchange of information ...