A Survey of Datasets for Biomedical Question Answering Systems

Abstract

The massively ever increasing amount of textual and linked biomedical data available online poses many challenges for information seekers. So, the focus of information retrieval community has shifted to precise information retrieval, i.e. providing exact answer to a user question. In recent years, many datasets related to Biomedical Question Answering (BioQA) have emerged which the researchers can use to evaluate the performance of their systems. We reviewed these biomedical datasets and analyzed their characteristics. The survey in this paper covers these datasets for BioQA and has a two fold purpose: to provide an overview of the available datasets in this domain and to help researchers select the most suitable dataset for benchmarking their system.

Authors and Affiliations

Muhammad Wasim, Waqar Mahmood, Usman Ghani Khan

Keywords

Related Articles

Multi-Band and Multi-Parameter Reconfigurable Slotted Patch Antenna with Embedded Biasing Network

RF PIN diodes are used to achieve reconfigurability in frequency, polarization, and radiation pattern. The antenna can be used in different bands by controlling ON and OFF states of two PIN diodes using the embedded bias...

A Firefly Algorithm for the Mono-Processors Hybrid Flow Shop Problem

Nature-inspired swarm metaheuristics become one of the most powerful methods for optimization. In discrete optimization, the efficiency of an algorithm depends on how it is adapted to the problem. This paper aims to prov...

A Platform to Support the Product Servitization

Nowadays manufacturers are forced to shift from their traditional product-manufacturing paradigm to the goods-services continuum by providing integrated combination of products and services. The adoption of service-based...

A Method for Implementing Probabilistic Entity Resolution

Deterministic and probabilistic are two approaches to matching commonly used in Entity Resolution (ER) systems. While many users are familiar with writing and using Boolean rules for deterministic matching, fewer are as...

Detection of Cardiac Disease using Data Mining Classification Techniques

Cardiac Disease (CD) is one of the major causes of death. An important task is to identify the Cardiac disease very minutely and precisely. Generally medical diagnostic errors are dangerous and costly. Worldwide they are...

Download PDF file
  • EP ID EP260641
  • DOI 10.14569/IJACSA.2017.080767
  • Views 104
  • Downloads 0

How To Cite

Muhammad Wasim, Waqar Mahmood, Usman Ghani Khan (2017). A Survey of Datasets for Biomedical Question Answering Systems. International Journal of Advanced Computer Science & Applications, 8(7), 484-488. https://europub.co.uk/articles/-A-260641