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41 times a simple solution solved a problem everyone overthought

Sometimes the smartest answer isn’t the most technical one. This collection highlights ingenious fixes that cut through ...
IEEE

Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition

Abstract: Few-shot named entity recognition (NER) systems recognize entities using a few labeled training examples. The general pipeline consists of a span detector to identify entity spans in text ...
IEEE

An Autoencoder-Based Hybrid Detection Model for Intrusion Detection With Small-Sample Problem

Cyber-attacks have become more frequent, targeted, and complex as the exponential growth in computer networks and the development of Internet of Things (IoT). Network intrusion detection system (NIDS) ...
CNN

The solution to America’s affordability problem might be broken, too

The best way to fix Americans’ cost-of-living problem is to give workers bigger raises, Federal Reserve Chair Jerome Powell said last week. The problem: That solution looks broken, too. The US job ...