Dr Paul RaysonReader in Natural Language Processing
Personal website: http://www.lancaster.ac.uk/staff/rayson/
Director of UCREL Research Centre
I am a Reader in Computer Science at Lancaster University, UK and Director of the UCREL interdisciplinary research centre which carries out research in corpus linguistics and natural language processing (NLP). A long term focus of my work is the application of semantic-based NLP in extreme circumstances where language is noisy e.g. in historical, learner, speech, email, txt and other CMC varieties. My applied research is in the areas of dementia detection, mental health, online child protection, cyber security, learner dictionaries, and text mining of biomedical literature, historical corpora, annual financial reports. I was a co-investigator of the five-year ESRC Centre for Corpus Approaches to Social Science (CASS) which is designed to bring the corpus approach to bear on a range of social sciences. I'm also a member of the multidisciplinary centre Security Lancaster, and Lancaster Digital Humanities, and the Data Science Institute.
2003 PhD, Computer Science, Lancaster University.
1990 BSc (Hons) Computer Science and Mathematics, Lancaster University.
2015 – now Reader (School of Computing & Communications, Lancaster University)
2012 – 2015 Senior Lecturer (School of Computing & Communications, Lancaster University)
2012 – 2015 Director of International Teaching Partnerships (Faculty of Science and Technology, Lancaster University)
2009 – 2012 Lecturer (School of Computing & Communications, Lancaster University)
2008 – 2014 Director of Isis Forensics (now Relative Insight) Ltd., Infolab21, Lancaster University
2006 – 2007 Teaching Fellow (Computing Department, Lancaster University)
2006 – 2011 Director of The Research Engine Ltd., Infolab21, Lancaster University
2003 – now Director of UCREL Research Centre (Computing & Linguistics Depts, Lancaster University)
1997 – 2009 Research Fellow (Computing Department, Lancaster University)
1990 – 1997 Research associate/assistant (Computing Department, Lancaster University)
PhD Supervision Interests
I am interested in supervising PhD students in the following areas: contextual disambiguation methods for automatic semantic annotation and WSD, multilingual semantic tagging, applications of NLP to real-world problems.
Selected Publications Show all 235 publications
Towards Interactive Multidimensional Visualisations for Corpus Linguistics
Rayson, P.E., Mariani, J.A., Anderson-Cooper, B., Baron, A., Gullick, D.S., Moore, A., Wattam, S. 12/05/2017 In: Journal for Language Technology and Computational Linguistics. 31, 1, p. 27-49. 23 p.
Creating and validating multilingual semantic representations for six languages: expert versus non-expert crowds
El-Haj, M., Rayson, P., Piao, S., Wattam, S. 3/04/2017 In: Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications. Association for Computational Linguistics p. 61-71. 11 p. ISBN: 9781945626500.
Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines
Moore, A., Rayson, P.E. 4/08/2017 In: Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017). Stroudsburg, PA : Association for Computational Linguistics p. 581-585. 5 p. ISBN: 9781945626555.
A time-sensitive historical thesaurus-based semantic tagger for deep semantic annotation
Piao, S.S., Dallachy, F., Baron, A., Demmen, J.E., Wattam, S., Durkin, P., McCracken, J., Rayson, P.E., Alexander, M. 11/2017 In: Computer Speech and Language. 46, p. 113-135. 23 p.
Word frequencies in written and spoken English: based on the British National Corpus.
Leech, G., Rayson, P., Wilson, A. 2001 London : Longman. 304 p. ISBN: 0582320070.
From key words to key semantic domains
Rayson, P. 2008 In: International Journal of Corpus Linguistics. 13, 4, p. 519-549. 31 p.
Experiments in 17th century English:: manual and automatic conceptual history
Pumfrey, S., Rayson, P., Mariani, J. 2010
Classification of Short Text Comments by Sentiment and Actionability for VoiceYourView
Simm, W., Ferrario, M., Piao, S., Whittle, J., Rayson, P. 2010 In: IEEE Second International Conference on Social Computing (SocialCom), 2010 . IEEE p. 552-557. 6 p.
Differentiating act from ideology: evidence from messages for and against violent extremism
Prentice, S., Taylor, P., Rayson, P., Giebels, E. 08/2012 In: Negotiation and Conflict Management Research. 5, 3, p. 289-306. 18 p.
Safeguarding cyborg childhoods: incorporating the on/offline behaviour of children into everyday social work practices
May-Chahal, C., Mason, C., Rashid, A., Walkerdine, J., Rayson, P., Greenwood, P. 2014 In: British Journal of Social Work. 44, 3, p. 596-614. 19 p.
Automatic standardisation of texts containing spelling variation: How much training data do you need?
Baron, A., Rayson, P. 2009 In: Proceedings of the Corpus Linguistics Conference. Lancaster : Lancaster University 25 p.
01/05/2018 → 31/03/2019
Encyclopaedia of Shakespeare's Language
01/05/2016 → 31/10/2019
The National Corpus of Contemporary Welsh
01/03/2016 → 31/08/2019
Native Language Influence Detection 6 Project
23/11/2015 → 31/10/2018
Geospatial Innovations in the Digital Humanities: A Deep Map of the English Lake District
19/10/2015 → 19/10/2018
01/12/2014 → 01/07/2015
Understanding Corporate Communications
01/12/2014 → 01/10/2016
01/12/2014 → 01/07/2015
Semantic Annotation and Mark Up for Enhancing Lexical Searches (SAMUELS)
01/01/2014 → 31/03/2015
Software Architecture for Mental health Self management
01/04/2013 → 30/09/2016
ESRC centre for Corpus Approaches to Social Science - CASS
31/03/2013 → 30/03/2018
Metaphor in End of Life Care
01/09/2012 → 28/06/2014
FP7: Spatial Humanities
01/01/2012 → 31/12/2016
Corpus Research in Early Modern English
01/10/2011 → …
01/06/2011 → 30/11/2013
01/01/2008 → 30/06/2011
Variability in child language
01/04/2007 → …
Using a semantic annotation tool for research on metaphor in discourse
01/12/2005 → …
Changing English across the 20th Century: A Corpus-based Study
01/08/2005 → 31/07/2007
ASSIST: Automated Semantic Assistance for Translators
01/04/2005 → 30/06/2007
Twenty eight years of semantic tagging
5th Learner Corpus Research Conference (Event)
28th International Joint Conference on Artificial Intelligence (Event)
Corpus Approaches to Lexicogrammar (LxGr) (Event)
7th workshop on "Challenges in the management of large corpora" (CMLC-7) (Event)
The 10th International Corpus Linguistics Conference (Event)
ACL Student Research Workshop (SRW) (Event)
SCC (Data Science)
- Cyber Security Research Centre (Data)
- SCC (Data Science)
- Security Lancaster
- Security Lancaster (Academic Centre of Excellence)
- UCREL - University Centre for Computer Corpus Research on Language