The proliferation of AI models in everyday devices has highlighted a critical challenge: prediction errors that degrade user experience. While existing solutions focus on error detection, they rarely ...
146 articles tagged "cs-AI" — page 5 of 5
Continual Error Correction on Low-Resource Devices [TOP LAB](arxiv.org)
|paper|arXiv
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining [TOP LAB](arxiv.org)
|paper|arXiv
Incorporating metadata in Large Language Models (LLMs) pretraining has recently emerged as a promising approach to accelerate training. However prior work highlighted only one useful signal-URLs, leav...
Interfacial and bulk switching MoS2 memristors for an all-2D reservoir computing framework [TOP LAB](arxiv.org)
|paper|arXiv
In this study, we design a reservoir computing (RC) network by exploiting short- and long-term memory dynamics in Au/Ti/MoS$_2$/Au memristive devices. The temporal dynamics is engineered by controllin...
Rate-Distortion Guided Knowledge Graph Construction from Lecture Notes Using Gromov-Wasserstein Optimal Transport [TOP LAB](arxiv.org)
|paper|arXiv
Task-oriented knowledge graphs (KGs) enable AI-powered learning assistant systems to automatically generate high-quality multiple-choice questions (MCQs). Yet converting unstructured educational mater...
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