Probably Approximately a Scientific Blog

JANUARY 12, 2021

Figure 1: adversarial examples in computer vision (left) and natural language processing tasks (right). Machine learning models today perform reasonably well on perception tasks (image and speech recognition). COMET has been used successfully in various downstream tasks requiring commonsense knowledge.

Natural Language Processing 52

Natural Language Processing BERT NLP Neural Network 52

AWS Machine Learning Blog

JULY 9, 2024

In the financial services industry, we hear customers ask which model to choose for their financial domain generative artificial intelligence (AI) applications. These applications require the LLMs to have requisite domain knowledge and be able to reason about numeric data to calculate metrics and extract insights.

Generative AI 124

Generative AI LLM Machine Learning AI 124

Pickl AI

DECEMBER 5, 2024

This hybrid model addresses the limitations of traditional generative systems. Introduction Retrieval Augmented Generation (RAG) represents a groundbreaking approach to artificial intelligence. Unlike standalone models, RAG enhances traditional generative AI by leveraging external knowledge sources.

Natural Language Processing 52

Natural Language Processing Conversational AI Chatbots Artificial Intelligence 52