Answering factoid questions in the biomedical domain

Dirk Weissenborn, George Tsatsaronis, Michael Schroeder

Research output: Contribution to journalConference articlepeer-review

9 Scopus citations

Abstract

In this work we present a novel approach towards the extraction of factoid answers to biomedical questions. The approach is based on the combination of structured (ontological) and unstructured (textual) knowledge sources, which enables the system to extract factoid answer candidates out of a predefined set of documents that are related to the input questions. The candidates are scored by applying a variety of scoring schemes and are combined to find the best extracted candidate answer. The suggested approach was submitted in the framework of the BioASQ challenge1 as the baseline system to address the automated answering of factoid questions, in the framework of challenge 1b. Preliminary evaluation in the factoid questions of the dry-run set of the competition shows promising results, with a reported average accuracy of 54:66%.

Original languageEnglish
JournalCEUR Workshop Proceedings
Volume1094
StatePublished - 2013
Externally publishedYes
Event1st Workshop on Bio-Medical Semantic Indexing and Question Answering, BioASQ 2013 - A Post-Conference Workshop of Conference and Labs of the Evaluation Forum 2013, CLEF 2013 - Valencia, Spain
Duration: Sep 27 2013 → …

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