Allen Institute for Artificial Intelligence

by Synced 2021-04-07 7

DeepMind, Microsoft, Allen AI & UW Researchers Convert Pretrained Transformers into RNNs, Lowering Memory Cost While Retaining High Accuracy

A research team from University of Washington, Microsoft, DeepMind and Allen Institute for AI develop a method to convert pretrained transformers into efficient RNNs. The Transformer-to-RNN (T2R) approach speeds up generation and reduces memory cost.

by Synced 2020-02-17 4

AI Computer Vision & Graphics Machine Learning & Data Science Research

Allen Institute’s New ‘Computer Vision Explorer’ Lets Researchers Demo SOTA CV Models

The tool enables researchers to try, compare, and evaluate models to decide which work best on their datasets or for their research purposes.

by Synced 2019-09-12 9

AI Research

Nasty Language Processing: Textual Triggers Transform Bots Into Bigots

Now a group of researchers from the Seattle-based Allen Institute for Artificial Intelligence (AI2) have shown how trigger words and phrases can “inflict targeted errors” on natural language processing (NLP) model outputs, prompting them to generate racist and hostile content.