AI Q&A: Text-Variational Auto-Encoders & Embedding Spaces Uniformity

⚡️Hudson Ⓜ️endes
6 min readMay 9, 2023

This document records a conversation with ChatGPT about Text-Variational Auto-Encoders (Text VAE) and Embedding Spaces Uniformity with ChatGPT, whether Text VAEs lead to better uniformity of the Embedding Spaces, and how they deal with the Non-continuous nature of Textual Data.

Prompt: Blog Post Header Banner of Embedding Space Structure, Photo-Realistic, combining real-world modern architecture and circuits. Concept art, hyper real. Digital painting. Beeple. Noah Bradley. Cyril Roland trending on Post Header Banner of Embedding Space Structure, Photo-Realistic, combining real-world modern architecture and circuits. Post-Apocalyptic. Concept Art. ArtStationHQ. Creative Digital Post Header Banner of Embedding Space Structure, Photo-Realistic, combining real-world modern architecture and circuits. Photographic isometric Lighting, Cinematic, photorealistic, super-detailed, real-life photography, trending on Artstation, hyper quality, a very detailed photo

Q1: Please define Embedding Space Uniformity and…

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