We present the results of the BioCreative II. 5 evaluation in association with the FEBS Letters
experiment, where authors created Structured Digital Abstracts to capture information about …

Background The primary method for scientific communication is in the form of published
scientific articles and theses which use natural language combined with domain-specific …

Background The wide variety of morphological variants of domain-specific technical terms
contributes to the complexity of performing natural language processing of the scientific …

Background Text mining (TM) methods have been used extensively to extract relations and
events from the literature. In addition, TM techniques have been used to extract various …

This article explores a combination of deep and shallow approaches to the problem of
resolving the scope of speculation and negation within a sentence, specifically in the …

As an engineering field, research on natural language processing (NLP) is much more
constrained by currently available resources and technologies, compared with theoretical …

Purpose A considerable amount of valuable information is present in electronic health
records (EHRs) however it remains inaccessible because it is embedded into unstructured …

Background Phenotypic information locked away in unstructured narrative text presents
significant barriers to information accessibility, both for clinical practitioners and for …

Scientific publications contain many references to method terminologies used during
scientific experiments. New terms are constantly created within the research community …

The detailed analyses of sentence structure provided by parsers have been applied to
address several information extraction tasks. In a recent bio-molecular event extraction task …