AWS Machine Learning Blog

MAY 13, 2024

We benchmark the results with a metric used for evaluating summarization tasks in the field of natural language processing (NLP) called Recall-Oriented Understudy for Gisting Evaluation (ROUGE). Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline. It is time-consuming but, at the same time, critical.

AI 135

AI AI AWS ML 135

Mlearning.ai

JUNE 28, 2023

Photo by Joshua Hoehne on Unsplash Quick Links Demo Source code Before It Began When I started this project, I wanted to make something that I and the people around me, like teachers and friends, will use every day. I let only the word with the pos of NOUN, VERB, ADJ, and ADV to pass through the filter and continue to the next process.

Machine Learning 52

Machine Learning Machine Learning Natural Language Processing AI 52

Snorkel AI

JANUARY 16, 2024

Where we are right now in the field is that there’s been this kind of “demo disease,” as we call it at Contextual AI. Everybody wants to build a cool demo. Everybody wants to build a cool demo. But what folks generally underestimate, or just misunderstand, is that it’s not just generically good data.

Supervised Learning 52

Supervised Learning AI AI Algorithm 52

Snorkel AI

JANUARY 16, 2024

Where we are right now in the field is that there’s been this kind of “demo disease,” as we call it at Contextual AI. Everybody wants to build a cool demo. Everybody wants to build a cool demo. But what folks generally underestimate, or just misunderstand, is that it’s not just generically good data.

Supervised Learning 52

Supervised Learning AI AI Algorithm 52