J. Shane Culpepper
RMIT University
H-index: 33
Oceania-Australia
Top articles of J. Shane Culpepper
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Enhancing Human Annotation: Leveraging Large Language Models and Efficient Batch Processing | Oleg Zendel J. Shane Culpepper Falk Scholer Paul Thomas | 2024 | |
Optimizing Data Acquisition to Enhance Machine Learning Performance | Proceedings of the VLDB Endowment | Tingting Wang Shixun Huang Zhifeng Bao J Shane Culpepper Volkan Dedeoglu | 2024/1/1 |
Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters | arXiv preprint arXiv:2401.00659 | Tingting Wang Shixun Huang Zhifeng Bao J Shane Culpepper Reza Arablouei | 2024/1/1 |
Facility relocation search for good: When facility exposure meets user convenience | Hui Luo Zhifeng Bao J Shane Culpepper Mingzhao Li Yanchang Zhao | 2023/4/30 | |
Entropy-based query performance prediction for neural information retrieval systems | Oleg Zendel Binsheng Liu J. Shane Culpepper Falk Scholer | 2023 | |
Updatable learned indexes meet disk-resident DBMS-From evaluations to design choices | Proceedings of the ACM on Management of Data | Hai Lan Zhifeng Bao J Shane Culpepper Renata Borovica-Gajic | 2023/6/20 |
A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too? | arXiv preprint arXiv:2306.02604 | Hai Lan Zhifeng Bao J Shane Culpepper Renata Borovica-Gajic Yu Dong | 2023/6/5 |
Representative Routes Discovery from Massive Trajectories | Tingting Wang Shixun Huang Zhifeng Bao J Shane Culpepper Reza Arablouei | 2022/8/14 | |
Can Users Predict Relative Query Effectiveness? | Oleg Zendel Melika P Ebrahim J Shane Culpepper Alistair Moffat Falk Scholer | 2022/7/6 | |
sMARE: a new paradigm to evaluate and understand query performance prediction methods | Information Retrieval Journal | Guglielmo Faggioli Oleg Zendel J Shane Culpepper Nicola Ferro Falk Scholer | 2022/6 |
Generalizing discriminative retrieval models using generative tasks | Binsheng Liu Hamed Zamani Xiaolu Lu J Shane Culpepper | 2021/4/19 | |
Let trajectories speak out the traffic bottlenecks | ACM Transactions on Intelligent Systems and Technology (TIST) | Hui Luo Zhifeng Bao Gao Cong J Shane Culpepper Nguyen Lu Dang Khoa | 2021/11/29 |
Bayesian system inference on shallow pools | Rodger Benham Alistair Moffat J Shane Culpepper | 2021/3/28 | |
Strong natural language query generation | Information Retrieval Journal | Binsheng Liu Xiaolu Lu J Shane Culpepper | 2021/10 |
An enhanced evaluation framework for query performance prediction | Guglielmo Faggioli Oleg Zendel J.Shane Culpepper Nicola Ferro Falk Scholer | 2021 | |
Topic difficulty: Collection and query formulation effects | ACM Transactions on Information Systems (TOIS) | J Shane Culpepper Guglielmo Faggioli Nicola Ferro Oren Kurland | 2021/9/7 |
Different keystrokes for different folks: visualizing crowdworker querying behavior | Rodger Benham Joel Mackenzie J Shane Culpepper Alistair Moffat | 2021/3/14 | |
Do Hard Topics Exist? A Statistical Analysis. | J Shane Culpepper Guglielmo Faggioli Nicola Ferro Oren Kurland | 2021/9 | |
A survey on trajectory data management, analytics, and learning | Sheng Wang Zhifeng Bao J Shane Culpepper Gao Cong | 2021/3/5 | |
Is query performance prediction with multiple query variations harder than topic performance prediction? | Oleg Zendel J Shane Culpepper Falk Scholer | 2021/7/11 |
Co-Authors
