Dr
Brian
Davis

Primary Department
Faculty of Engineering and Computing
Role
Assistant Professor
Work Area/Key Responsibilities
computing
Phone number: 01 700
8727
Campus
Glasnevin Campus
Room Number
L2.26

Academic biography

I am an Assistant Professor in Computing and member of the SFI funded ADAPT Centre. Prior to taking up my appointment in 2019,   I was a Lecturer  at the Department of Computer Science, Maynooth University.  From  June 2014- August 2017, I was a Research Fellow, Adjunct Lecturer and Research Unit Leader at the INSIGHT Center for Data Analytics, NUI Galway (NUIG), where I led the Knowledge Discovery Unit , focusing on the specific research areas of: Natural Language Processing, Data Visualization and Knowledge Discovery from heterogeneous data sources (text and graph). I was charged with managing the SW1 work package of the SFI Insight Grant.   In addition, I was Principle Investigator of two SFI co-funded Targeted Projects (Elsevier and DataLive, respectively), Furthermore I was Coordinator of a 3 year Horizon 2020 Innovation Action – SSIX - Social Sentiment Financial Indexes (Grant No 645425).  

Research interests

Although my original core expertise intersects with Natural Language Processing(NLP) and Ontology Development, I have expanded and diversified my research capacity over the years to opinion mining, and multilingual opinion mining of social media (application in finance, politics and online safety). Philosophically, I am orientated to the practice of language engineering which aims to bridge the gap between computational linguistics/language processing research and the implementation of practical applications with potential real-world use. Hence in the context of modern neural NLP, I often focus on the construction of practical/real world language processing systems whose costs and outputs are not only measurable and predictable but reusable, controllable and explainable. Since arriving in DCU, I have grown my own NLP research team, which focuses on the following language processing applications  i) pipelined neural architectures for building Data2Text Natural Language Generation (NLG) systems ii) bias detection and removal with the context of resume text analysis in the hiring and recruitment domains iii) applications of NLP to cyberbullying detection in short noisy texts domains in collaboration with the DCU Anti-Bullying Centre (ABC) located in DCU’s Institute of Education.