Tag: ChatGPT

AI Machine Learning & Data Science Research

Microsoft’s Visual ChatGPT Enables Image Understanding and Generation

In the new paper Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models, a Microsoft Research Asia team presents Visual ChatGPT, a system that incorporates various visual foundation models to enable ChatGPT to understand, generate and edit visual information.

AI Machine Learning & Data Science Nature Language Tech Research

Tackling Hallucinations: Microsoft’s LLM-Augmenter Boosts ChatGPT’s Factual Answer Score

In the new paper Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback, a Microsoft Research and Columbia University team presents LLM-Augmenter, a system that augments black-box large language models with a set of plug-and-play modules to significantly improve the factuality of their responses.

AI Machine Learning & Data Science Research

Genius or Subpar AI Mathematician? New Study Questions ChatGPT’s Mathematical Capabilities

In the new paper Mathematical Capabilities of ChatGPT, an international research team tests ChatGPT’s mathematical capabilities and evaluates its suitability as an assistant to professional mathematicians. The team concludes that despite the glowing reviews in mainstream media, ChatGPT’s mathematical abilities “are significantly below those of an average mathematics graduate student.”

AI Machine Learning & Data Science Nature Language Tech Research

Stanford U’s DetectGPT Takes a Curvature-Based Approach to LLM-Generated Text Detection

In the new paper DetectGPT: Zero-Shot Machine-Generated Text Detection Using Probability Curvature, a Stanford University research team presents DetectGPT, a zero-shot machine-generated text detection algorithm that uses probability curvature to predict whether a candidate passage was generated by a large language model.