Your Daily AI Research tl;dr — 2022–09–20 🧠

A Library for Language-Vision Intelligence, Few-shot Natural Language Generation and ECCV!

Welcome to your official daily AI research tl;dr (often with code and news) for AI professionals where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating.

1️⃣ LAVIS: A Library for Language-Vision Intelligence

An open-source deep learning library for LAnguage-VISion research and applications that aims to serve as a one-stop comprehensive library that brings recent advancements in the language-vision field accessible for researchers and practitioners, as well as fertilizing future research and development

Link to the paper: https://arxiv.org/pdf/2209.09019.pdf

Code: https://github.com/salesforce/LAVIS

2️⃣ Selective Token Generation for Few-shot Natural Language Generation

“We develop a novel additive learning algorithm based on reinforcement learning (RL) that selectively outputs language tokens between the task-general [pretrained language model] PLM and the task-specific adapter…