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Joel Mackenzie
Lecturer, The University of Queensland
Joined
July 2019
Names
Joel Mackenzie
(Preferred)
,
Joel M Mackenzie
,
Joel M. Mackenzie
Emails
****@unimelb.edu.au
(Confirmed)
,
****@uq.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Lecturer
The University of Queensland
(uq.edu.au)
2022
–
Present
Postdoc
The University of Melbourne
(unimelb.edu.au)
2020
–
2022
PhD student
Royal Melbourne Institute of Technology
(rmit.edu.au)
2016
–
2019
Advisors, Relations & Conflicts
PhD Advisor
J. Shane Culpepper
Present
PhD Advisor
Falk Scholer
Present
Postdoc Advisor
Alistair Moffat
Present
Expertise
Information Retrieval
Present
Query processing
Present
Indexing
Present
Data compression
Present
Publications
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges
Farid Ariai
,
Joel Mackenzie
,
Gianluca Demartini
ACM Comput. Surv. 2026
Readers:
Everyone
When LLM Judges Inflate Scores: Exploring Overrating in Relevance Assessment
Chuting Yu
,
Hang Li
,
Guido Zuccon
,
Joel Mackenzie
,
Teerapong Leelanupab
CoRR 2026
Readers:
Everyone
Fast, Compact, Immediate-Access Indexing for Learned Sparse Retrieval Systems
Billy Rule
,
Joel Mackenzie
ECIR (3) 2026
Readers:
Everyone
Revisiting Human-vs-LLM judgments using the TREC Podcast Track
Watheq Mansour
,
J. Shane Culpepper
,
Joel Mackenzie
,
Andrew Yates
CoRR 2026
Readers:
Everyone
Practical, Efficient, In-Memory Inverted Indexes
Joel Mackenzie
,
Sean MacAvaney
,
Antonio Mallia
,
Michal Siedlaczek
ECIR (4) 2026
Readers:
Everyone
Revisiting Human-vs-LLM Judgments Using the TREC Podcast Track
Watheq Mansour
,
J. Shane Culpepper
,
Joel Mackenzie
,
Andrew Yates
ECIR (2) 2026
Readers:
Everyone
Report from the 4th Strategic Workshop on Information Retrieval in Lorne (SWIRL 2025)
Johanne R. Trippas
,
J. Shane Culpepper
,
Mohammad Aliannejadi
,
James Allan
,
Enrique Amigó
,
Jaime Arguello
,
Leif Azzopardi
,
Peter Bailey
,
Jamie Callan
,
Rob Capra
,
Nick Craswell
,
W. Bruce Croft
,
Jeff Dalton
,
Gianluca Demartini
,
Laura Dietz
,
Zhicheng Dou
,
Carsten Eickhoff
,
Michael D. Ekstrand
,
Nicola Ferro
,
Norbert Fuhr
et al. (40 additional authors not shown)
SIGIR Forum 2025
Readers:
Everyone
Reassessing Collaborative Writing Theories and Frameworks in the Age of LLMs: What Still Applies and What We Must Leave Behind
Daisuke Yukita
,
Tim Miller
,
Joel Mackenzie
CoRR 2025
Readers:
Everyone
Examining the Impact of Transcript Variation on Podcast Search and Re-ranking
Watheq Mansour
,
J. Shane Culpepper
,
Joel Mackenzie
ECIR (3) 2025
Readers:
Everyone
Approximate Bag-of-Words Top-k Corpus Graphs
Lachlan Dunn
,
Luke Gallagher
,
Joel Mackenzie
ECIR (3) 2025
Readers:
Everyone
View all 80 publications
Co-Authors
Abby Yuan
Ahmed Hassan Awadallah
Alistair Moffat
Andrew Trotman
Andrew Yates
Antonio Mallia
Arjen P. de Vries
Bevan Koopman
Bhaskar Mitra
Billy Rule
Binsheng Liu
Carsten Eickhoff
Charles L. A. Clarke
Chenglong Ma
Chirag Shah
Chris Kamphuis
Chuting Yu
Craig Macdonald
Daisuke Yukita
Damiano Spina
Dana McKay
Daniel Beck
Danula Hettiachchi
David La Barbera
Dorota Glowacka
View all 108 co-authors