https://insideainews.com/tag/nlu/ Illuminating AI's Frontiers: Your Go-To News Destination. Fri, 08 Jul 2022 18:04:09 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/nlu/ 32 32 136462205 https://insideainews.com/2022/07/12/cortical-io-semantic-folding-approach-demonstrates-a-2800x-acceleration-and-4300x-increase-in-energy-efficiency-over-bert/ https://insideainews.com/2022/07/12/cortical-io-semantic-folding-approach-demonstrates-a-2800x-acceleration-and-4300x-increase-in-energy-efficiency-over-bert/#respond Tue, 12 Jul 2022 13:00:00 +0000 https://insidebigdata.com/?p=29778 Cortical.io announced its breakthrough prototype for classifying high volumes of unstructured text. Classifying documents or messages constitutes one of the most fundamental Natural Language Understanding (NLU) functions for business artificial intelligence (AI). The benchmark was carried out on two similar system setups using the same, off-the-shelve, dual AMD-Epyc server hardware. The “BERT” system, a transformer-based machine learning technique for natural language processing, was augmented by a NVidia GPU. The “Semantic Folding” approach utilized a cost comparable number of Xilinx Alveo FPGA accelerator cards.]]> https://insideainews.com/2022/07/12/cortical-io-semantic-folding-approach-demonstrates-a-2800x-acceleration-and-4300x-increase-in-energy-efficiency-over-bert/feed/ 0 29778 https://insideainews.com/2022/06/15/the-worlds-most-ambitious-knowledge-graph/ https://insideainews.com/2022/06/15/the-worlds-most-ambitious-knowledge-graph/#respond Wed, 15 Jun 2022 13:00:00 +0000 https://insidebigdata.com/?p=29598 In this contributed article, editorial consultant Jelani Harper highlights how knowledge graphs have become one of the foremost expressions of Artificial Intelligence today. Almost everyone—from vendors to organizations, analysts to regulators—relies on these applications at some point to compile, harmonize, and scrutinize specialized business information.]]> https://insideainews.com/2022/06/15/the-worlds-most-ambitious-knowledge-graph/feed/ 0 29598