Massachusetts Institute of Technology

International Business Machines Corporation

The United States of America, As Represented by the Secretary, Department of Health and Human Services

Rutgers, the State University of New Jersey

The Broad Institute, Inc.

David Cox

Feng Zhang

David Arthur Scott

Winston X Yan

Konstantin Severinov

Eugene Koonin

Yuri I Wolf

Sergey Shmakov

Kira S Makarova

Aaron Smargon

Neena Pyzocha

Yi Li

Yoon Hyung Kim

Methods, systems, and computer program products for translating text using generated visual representations and artificial intelligence are provided herein. A computer-implemented method includes generating a tokenized form of at least a portion of input text in a first language; generating at least one visual representation of at least a portion of the input text using a first set of artificial intelligence techniques; generating a tokenized form of at least a portion of the at least one visual representation; and generating an output including a translated version of the input text into at least a second language by processing, using a second set of artificial intelligence techniques, at least a portion of the tokenized form of the at least a portion of the input text and at least a portion of the tokenized form of the at least a portion of the at least one visual representation.

Translating text using generated visual representations and artificial intelligence

Disclosed here is a method of identifying novel CRISPR effectors, comprising: identifying sequences in a genomic or metagenomic database encoding a CRISPR array; identifying one or more Open Reading Frames (ORFs) in said selected sequences within 10 kb of the CRISPR array; discarding all loci encoding proteins which are assigned to known CRISPR-Cas subtypes and, optionally, all loci encoding a protein of less than 700 amino acids; and identifying putative novel CRISPR effectors, and optionally classifying them based on structure analysis.

Methods for identifying class 2 crispr-cas systems

Growing community of inventors

Cambridge, MA, United States of America

David Cox