A local federator is a type of entity resolution algorithm that is used to identify and disambiguate mentions of entities in text. This algorithm is designed to work with a small number of documents, such as those found in a single news article or blog post.
The local federator algorithm begins by identifying all of the entities mentioned in the text. For each entity, the algorithm then looks for other mentions of that entity in the text. If there are multiple mentions of an entity, the algorithm will try to resolve them to a single canonical mention. This process is known as entity resolution or named entity disambiguation.
Once all of the entities have been resolved, the local federator will output a set of entities and their associated canonical mentions. This output can then be used for downstream tasks such as entity linking or knowledge base population.
The local federator algorithm is similar to other entity resolution algorithms, such as the global federator and the mention-pair resolver. However, the local federator is specifically designed to work with a small number of documents. This makes it well suited for tasks such as news monitoring or blog tracking.
If you are working with a large corpus of text, you may want to consider using a different algorithm, such as the global federator or the mention-pair resolver. However, if you are working with a small number of documents, the local federator may be the best choice for your task.
Local federator vs other algorithms
The local federator algorithm is designed to work with a small number of documents. This makes it well suited for tasks such as news monitoring or blog tracking.The global federator algorithm is designed to work with a large number of documents. This makes it well suited for tasks such as entity linking or knowledge base population.The mention-pair resolver algorithm is designed to work with a small number of documents. This makes it well suited for tasks such as Named Entity Disambiguation (NED). Advantages: -The local federator algorithm is specifically designed to work with a small number of documents. -This makes it well suited for tasks such as news monitoring or blog tracking. -The local federator algorithm is similar to other entity resolution algorithms, such as the global federator and the mention-pair resolver. -However, the local federator is specifically designed to work with a small number of documents. This makes it well suited for tasks such as news monitoring or blog tracking.