Hands-On Machine Learning for Algorithmic Trading

Semantic annotation

Named entity recognition (NER) aims to identify tokens that represent objects of interest, such as people, countries, or companies. It can be further developed into a knowledge graph that captures semantic and hierarchical relationships among such entities. It is a critical ingredient for applications that, for example, aim to predict the impact of news events or sentiment.