It feels like a really exciting to be following Deep Learning research! This video explains some ideas around Information Retrieval with Supervised Learning and how this can improve the abilities of Deep Learning. This video previews Bob and I's full length discussion about all things Vector Search, please check out the SeMI Technologies YouTube channel for the full video:
https://www.youtube.com/c/SeMI-and-Weaviate

Links:
WebGPT: https://openai.com/blog/improving-factual-accuracy/
RETRO: https://deepmind.com/research/publications/2021/improving-language-models-by-retrieving-from-trillions-of-tokens