2022–11–11 | Your Daily AI Research tl;dr 🧠

Creative Writing with AI, scaling transformers efficiently, and what do Businesses Want from AI?

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 Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers

“Our work highlights the challenges in building for these writers; natural language generation (NLG) technologies struggle to preserve style and authorial voice, and they lack deep understanding of story contents. In order for AI-powered writing assistants to realize their full potential, it is essential that they take into account the diverse goals and expertise of human writers.”

Link to the paper: https://arxiv.org/pdf/2211.05030.pdf

2️⃣ EFFICIENTLY SCALING TRANSFORMER INFERENCE

“We study the problem of efficient generative inference for Transformer models, in one of its most challenging settings: large deep models, with tight latency…