Block 5 (6/6) - Large Language Models

Which technology has revolutionised the application and innovation of NLP systems

Transformers

How can Knowledge-Based Modelling complement the power of pre-trained transformer systems

By injecting focused human understanding into their machine learning cycle.

Knowledge Graphs and BERT Input Embedding combine to form what promising AI prospect

Financial Text Analysis

Which methodology is applicable to other domains and NLP tasks

The Hybrid Methodology.

What is Sentiment Analysis

Also known as opinion mining, it is a natural language processing (NLP) task that involves determining the sentiment or emotional tone expressed in a piece of text.

What is Bidirectional Encoder Representations (BERT)

A powerful pre-trained natural language processing (NLP) transformer developed by Google.

It represents a significant breakthrough in NLP by leveraging the Transformer architecture and large-scale unsupervised training on vast amounts of text data.

What is relation extraction

A natural language processing (NLP) task that involves identifying and extracting semantic relationships between entities mentioned in text.

What is a Knowledge Graph

A knowledge graph is a structured representation of knowledge that captures relationships between entities in a specific domain.