Named-entity recognition aims at identifying the fragments of text that mention entities of
interest, that afterwards could be linked to a knowledge base where those entities are …

The main hypothesis of this Ph. D. dissertation is that the use of transfer learning
mechanisms, semi-supervised approaches and pre-trained generative language models …

Context: Scientific articles and patents contain academic, industrial, and scientific
information. Automatically retrieving information from these documents is necessary for …