Stanford CS25: V3 I Retrieval Augmented Language Models

Name: Stanford CS25: V3 I Retrieval Augmented Language Models
Uploaded: 2024-01-25T17:00:38Z
Duration: 1 h 19 min 27 s
Channel: Stanford Online
Description: Douwe Kiela introduces retrieval-augmented language models, surveying recent literature and discussing open research questions.

Stanford Online

1.3M subscribers • 34 videos on Hallway • University channel

YouTube

One of the most-watched uploads on Stanford Online, a conference or university channel Hallway lists. Nobody has recommended it in the communities yet, so it ranks below community picks.
Presented by Douwe Kiela, Contextual AI

Intermediate. Assumes working knowledge.

204K views2 years ago

AI and machine learning Transformers and LLMs Neural networks and deep learning

Douwe Kiela introduces retrieval-augmented language models, surveying recent literature and discussing open research questions.

December 5, 2023 Douwe Kiela, Contextual AI Language models have led to amazing progress, but they also have important shortcomings. One solution for many of these shortcomings is retrieval augmentation. I will introduce the topic, survey recent literature on retrieval augmented language models and finish with some of the main open questions. More about the course can be found here: web.stanford.edu/class/cs25/ View the entire CS25 Transformers United playlist: youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM

Why it's here

A top upload from a listed channel

Stanford Online is on Hallway's list of conference and university channels, and this upload is one of its most-watched talks or lectures. Nobody has recommended it in the communities yet, so it ranks below community picks.