Modern Spam Detection with DistilBERT on NVIDIA Triton

Web: https://pub.towardsai.net/nvidia-triton-spam-detection-engine-of-c-suite-labs-cc77db2c2cfe?source=rss----98111c9905da---4

Authors: Jiri Pik, Saumya Ahuja, Janakan Arulkumarasan, Ermanno Attardo, Kshitiz Gupta, Jiahong Liu

1. Introduction

Unwanted and unsolicited bulk digital communication (“spam”) is responsible for substantial direct and indirect economic damage every year.

Traditional ways to identify spam by detecting certain keywords, manually reviewing text records, or even running Natural Language Processing (“NLP”) pipelines are no longer sufficient.

This article describes the architecture of a state-of-the-art Spam Detection Engine for social network posts with URL …

aws detection distilbert nvidia sagemaker spam triton