The business world has changed due to the 21 st century economy, where borders have
melted and trades became free. Nowadays, competition is no longer only at the local market …

Competitive intelligence (CI) is a relevant area of a corporation and can support the strategic
business area by showing those responsible, helping decision making on how to position an …

This paper describes a business relation extraction system that combines contextualized
language models with multiple levels of entity knowledge. Our contributions are three …

Generative models (foundation models) such as LLMs (large language models) are having
a large impact on multiple fields. In this work, we propose the use of such models for …

2 business associates, and (5) newspapers and periodicals, and industry trade associations.
Furthermore, the results indicate that CIA and CIU had a positive and significant impact on …

Online textual content constitutes a valuable source of information for market stakeholders,
enabling them to unveil their business network's most important operations and interactions …

Abstract Natural Language Processing (NLP) is evolving more and more every day and it is
becoming a very powerful tool, especially when it works in combination with Machine …

RESUMO A Web Semântica, com suas linguagens e padrões, fornece uma estrutura
comum que permite que os dados sejam compartilhados e reutilizados. Uma forma de …

Business Relation Extraction between market entities is a challenging information extraction
task that suffers from data imbalance due to the over-representation of negative relations …

The economy of the twenty-first century has shaped the economic landscape and changed
the way market stakeholders interact with one another in a global market where national …