AI Research

TL;DR: Today’s NLP models, for all their recent successes, have certain limitations. Case in point: they exhibit poor performance when processing multilingual code-mixed sentences (each containing multiple languages). Our new approach addresses this…

Salesforce is excited to announce its new AI Residency Program. We are inviting researchers and engineers to join our 12-month training program, designed to help launch their careers while serving as AI Residents at Salesforce AI Research.

Discover CTRLsum, a novel framework for controllable text summarization that enables users to control multiple aspects of generated summaries by interacting with the summarization system through textual input in the form of a set of keywords or descriptive prompts.

TL; DR: Introducing CodeT5 — the first code-aware, encoder-decoder-based pre-trained programming language model, which enables a wide range of code intelligence applications including code understanding and generation tasks. CodeT5 achieves state-of-the-art performance on…

This blog accompanies the interactive demo and paper! Dive deeper into the underlying simulation code and simulation card. In this blog post, we focus on the high-level features and ethical considerations of AI…

TL; DR: We propose a new vision-language representation learning framework which achieves state-of-the-art performance by first aligning the unimodal representations before fusing them. Vision and language are two of the most fundamental channels…

AI can learn the language of biology to create artificial proteins across multiple protein types that are functional and unseen in nature.

An AI model can generate sequences across natural language and proteins with attributes that go beyond the training distribution

With data rapidly being generated by millions of people, it's not feasible to label all of it. Learn about the recent advancements in ML for how to train vision models with unlabelled data using self-supervised learning.

How many emails and working-related conversations do you have every day? The average office worker receives about 121 emails daily and uncountable messages on platforms such as Slack, Team, or iMessage. With the…