Artificial Intelligence, BERT and Knowledge Model

Commonsense Reasoning for Natural Language Processing

Probably Approximately a Scientific Blog

JANUARY 12, 2021

Traditionally, language models are trained to predict the next word in a sentence (top part of Figure 2, in blue), but they can also predict hidden (masked) words in the middle of the sentence, as in Google's BERT model (top part of Figure 2, in orange). So knowledge in language models is not the most accurate and reliable.

Natural Language Processing

Natural Language Processing BERT NLP Neural Network

What is Retrieval Augmented Generation (RAG)?

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

Natural Language Processing Conversational AI Chatbots Artificial Intelligence

Artificial Intelligence Zone

Commonsense Reasoning for Natural Language Processing

What is Retrieval Augmented Generation (RAG)?

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