Résumé The discovery of new chemical compounds is perceived as a key driver of the
chemistry industry and many other economic sectors. The information about the new …

Chemical patents represent a valuable source of information about new chemical
compounds, which is critical to the drug discovery process. Automated information extraction …

Abstract In the Industry 4.0 era, the chemical industry is embracing broad adoption of
artificial intelligence (AI) and machine learning (ML) methods. This article provides a holistic …

In this paper, we provide an overview of the Cheminformatics Elsevier Melbourne University
(ChEMU) evaluation lab 2020, part of the Conference and Labs of the Evaluation Forum …

Chemical patents contain rich coreference and bridging links, which are the target of this
research. Specially, we introduce a novel annotation scheme, based on which we create the …

Document parsing is essential for converting unstructured and semi-structured documents-
such as contracts, academic papers, and invoices-into structured, machine-readable data …

The health and life science domains are well known for their wealth of named entities found
in large free text corpora, such as scientific literature and electronic health records. To …

Contrastive learning, which learns data representations by contrasting similar and dissimilar
instances, has achieved great success in various domains including natural language …

In this paper, we provide an overview of the Cheminformatics Elsevier Melbourne University
(ChEMU) evaluation lab 2022, part of the Conference and Labs of the Evaluation Forum …