
Overview
Background
Shane Culpepper is Professor of Artificial Intelligence at the University of Queensland in St. Lucia, Australia. Before joining the University of Queensland in 2023, Professor Culpeper held a continuing academic position at RMIT University in Melbourne, Australia. He received his PhD in Computer Science from the University of Melbourn in 2008. His research focuses primarily on building better Search and Recommendation Systems. Over his 16 year career, Professor Culpepper has supervised 19 PhD students and co-authored more than 120 peer reviewed papers with 127 different research collaborators on problems such as algorithm efficiency and scalability, new machine learning algorithms for search and recommendation systems, and evaluating search and recommendation engine quality. Professor Culpepper is also an active member in the international research community. In the last 5 years, he has been a program co-chair for international conferences such as SIGIR and CIKM, and co-organized conferences such as WSDM and SWIRL. Professor Culpepper previously held an ARC DECRA fellowship in 2013 as well as an RMIT Vice-Chancellor's Princpal Researcher fellowship in 2017. Before joining the University of Queensland. Professor Culpepper was the founding director of the Centre for Information Discovery and Data Analytics at RMIT University. In total, he has been a chief investigator on 11 reseach grants totalling ~$3.5 Million AUD. For more information, see his personal hoomepage.
Availability
- Professor Shane Culpepper is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Doctor of Philosophy of Computer Science, University of Melbourne
- Member, Association for Computing Machinery, Association for Computing Machinery
- Honorary Fellow, RMIT University, RMIT University
Works
Search Professor Shane Culpepper’s works on UQ eSpace
2012
Conference Publication
Sketch-based indexing of n-words
Huston, Samuel, Culpepper, J. Shane and Croft, W. Bruce (2012). Sketch-based indexing of n-words. doi: 10.1145/2396761.2398533
2012
Conference Publication
Efficient indexing algorithms for approximate pattern matching in text
Petri, Matthias and Culpepper, J. Shane (2012). Efficient indexing algorithms for approximate pattern matching in text. doi: 10.1145/2407085.2407087
2012
Conference Publication
Efficient in-memory top-k document retrieval
Culpepper, J. Shane, Petri, Matthias and Scholer, Falk (2012). Efficient in-memory top-k document retrieval. doi: 10.1145/2348283.2348317
2012
Journal Article
Revisiting bounded context block-sorting transformations
Culpepper, J.Shane, Petri, Matthias and Puglisi, Simon J. (2012). Revisiting bounded context block-sorting transformations. Software - Practice and Experience, 42 (8), 1037-1054. doi: 10.1002/spe.1112
2011
Conference Publication
RMIT at TREC 2011 microblog track
Petri, Matthias, Shane Culpepper, J. and Scholer, Falk (2011). RMIT at TREC 2011 microblog track.
2011
Journal Article
Language independent ranked retrieval with NeWT
Culpepper, J. Shane, Yasukawa, Michiko and Scholer, Falk (2011). Language independent ranked retrieval with NeWT. ADCS 2011 - Proceedings of the Sixteenth Australasian Document Computing Symposium, 18-25.
2011
Conference Publication
Backwards search in context bound text transformations
Petri, Matthias, Navarro, Gonzalo, Culpepper, J. Shane and Puglisi, Simon J. (2011). Backwards search in context bound text transformations. doi: 10.1109/CCP.2011.18
2010
Journal Article
Efficient set intersection for inverted indexing
Culpepper, J. Shane and Moffat, Alistair (2010). Efficient set intersection for inverted indexing. ACM Transactions on Information Systems, 29 (1) 1. doi: 10.1145/1877766.1877767
2010
Conference Publication
Top-k ranked document search in general text databases
Culpepper, J. Shane, Navarro, Gonzalo, Puglisi, Simon J. and Turpin, Andrew (2010). Top-k ranked document search in general text databases. 18th European Symposium on Algorithms (ESA), Liverpool England, Sep 06-08, 2010. BERLIN: SPRINGER-VERLAG BERLIN. doi: 10.1007/978-3-642-15781-3_17
2009
Conference Publication
Including summaries in system evaluation
Turpin, Andrew, Scholer, Falk, Jarvelin, Kalvero, Wu, Mingfang and Culpepper, J. Shane (2009). Including summaries in system evaluation. 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Boston Ma, Jul 19-23, 2009. NEW YORK: ASSOC COMPUTING MACHINERY. doi: 10.1145/1571941.1572029
2009
Conference Publication
Entropy of the retina template
Arakala, A., Culpepper, J. S., Jeffers, J., Turpin, A., Boztaş, S., Horadam, K. J. and McKendrick, A. M. (2009). Entropy of the retina template. doi: 10.1007/978-3-642-01793-3_126
2007
Journal Article
Hybrid bitvector index compression
Moffat, Alistair and Culpepper, J. Shane (2007). Hybrid bitvector index compression. ADCS 2007 - Proceedings of the Twelfth Australasian Document Computing Symposium, 25-31.
2007
Conference Publication
Compact set representation for information retrieval
Culpepper, J. Shane and Moffat, Alistair (2007). Compact set representation for information retrieval. 14th International Symposium on String Processing and Information Retrieval, Santiago Chile, Oct 29-31, 2007. BERLIN: Springer Verlag. doi: 10.1007/978-3-540-75530-2_13
2006
Conference Publication
Phrase-based pattern matching in compressed text
Culpepper, J. Shane and Moffat, Alistair (2006). Phrase-based pattern matching in compressed text. 13th International Conference on String Processing and Information Retrieval, SPIRE 2006, Glasgow, Scotland, 11-13 October 2006. Heidelberg, Germany: Springer. doi: 10.1007/11880561_28
2005
Conference Publication
Enhanced byte codes with restricted prefix properties
Culpepper, J. Shane and Moffat, Alistair (2005). Enhanced byte codes with restricted prefix properties. 12th International Conference on String Processing and Information Retrieval, Buenos Aires Argentina, Nov 02-04, 2005. BERLIN: SPRINGER-VERLAG BERLIN. doi: 10.1007/11575832_1
1995
Journal Article
Efficient Syntheses of the Marine Alkaloiss Makaluvamine D and Discorhabdnn C: The 4,6,7-Trimethoxyindole Approach
Sadanandan, Eyyani V., Pillai, Sasi K., Lakshmikantham, M. V., Billimoria, Adil D., Culpepper, J. Shane and Cava, Michael P. (1995). Efficient Syntheses of the Marine Alkaloiss Makaluvamine D and Discorhabdnn C: The 4,6,7-Trimethoxyindole Approach. Journal of Organic Chemistry, 60 (6), 1800-1805. doi: 10.1021/jo00111a043
Supervision
Availability
- Professor Shane Culpepper is:
- Available for supervision
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Available projects
-
Large Language Models for Search and Recommendation
Large Language Models such as ChatGPT offer enormous promise to users completing everyday tasks. However, these models confidently provide misinformation which can be very convincing. This project aims to explore new techniques to improve the effectiveness of LLMs.
Supervision history
Current supervision
-
Master Philosophy
Search and Recommendation using Large Language Models
Principal Advisor
Other advisors: Dr Joel Mackenzie
-
Doctor Philosophy
Efficient Next-Generation Information Retrieval Systems
Associate Advisor
Other advisors: Dr Joel Mackenzie
Media
Enquiries
Contact Professor Shane Culpepper directly for media enquiries about:
- Generative AI
- Large Language Models
- Search and Recommendation
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