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Research1 min read
MEPN improves few-shot sensor fault diagnosis by aggregating prototypes from multiple episodes, achieving higher accuracy than single-episode baselines.
From arXiv cs.AI
LLMs1 min read
A new dataset, TamilEOT, and two audio-only detectors are released for semantic end-of-turn detection in Tamil telephone speech. The models achieve accuracy improvements of 13.41% on a held-out test set, with inference times under 150ms.
From arXiv cs.CL
Photo: Yan Krukau
Research1 min read
RAPID achieves higher mean accuracy in text classification tasks by separating reliability-gated relational distillation from adaptive pair proposal. Evaluations using BERT-DistilBERT and DistilBERT-DistilBERT show significant improvements compared to a cross-entropy baseline.
From arXiv cs.AI
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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