Antonio Mallia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Unsupervised Learning

General Purpose Search Engines

Document Retrieval

Top Venues

Publications

Soyuj Basnet, Jerry Gou, Antonio Mallia, Torsten Suel
DeeperImpact: Optimizing Sparse Learned Index Structures. CoRR (2024)
Antonio Mallia, Torsten Suel, Nicola Tonellotto
Faster Learned Sparse Retrieval with Block-Max Pruning. CoRR (2024)
Antonio Mallia, Torsten Suel, Nicola Tonellotto
Faster Learned Sparse Retrieval with Block-Max Pruning. SIGIR (2024)
Puxuan Yu, Antonio Mallia, Matthias Petri
Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies. CoRR (2024)
Puxuan Yu, Antonio Mallia, Matthias Petri
Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies. ECIR (3) (2024)
Xueguang Ma, Hengxin Fun, Xusen Yin, Antonio Mallia, Jimmy Lin
Enhancing Sparse Retrieval via Unsupervised Learning. SIGIR-AP (2023)
Joel Mackenzie, Antonio Mallia, Alistair Moffat, Matthias Petri
Accelerating Learned Sparse Indexes Via Term Impact Decomposition. IIR (2023)
Gabriel Tolosa, Antonio Mallia
Many are Better than One: Algorithm Selection for Faster Top-K Retrieval. Inf. Process. Manag. 60 (4) (2023)
Joel Mackenzie, Antonio Mallia, Alistair Moffat, Matthias Petri
Accelerating Learned Sparse Indexes Via Term Impact Decomposition. EMNLP (Findings) (2022)
Antonio Mallia, Joel Mackenzie, Torsten Suel, Nicola Tonellotto
Faster Learned Sparse Retrieval with Guided Traversal. SIGIR (2022)
Michal Siedlaczek, Antonio Mallia, Torsten Suel
Using Conjunctions for Faster Disjunctive Top-k Queries. WSDM (2022)
Antonio Mallia, Joel Mackenzie, Torsten Suel, Nicola Tonellotto
Faster Learned Sparse Retrieval with Guided Traversal. CoRR (2022)
Antonio Mallia, Omar Khattab, Nicola Tonellotto, Torsten Suel
Learning Passage Impacts for Inverted Indexes. CoRR (2021)
Antonio Mallia, Michal Siedlaczek, Torsten Suel
Fast Disjunctive Candidate Generation Using Live Block Filtering. WSDM (2021)
Antonio Mallia, Omar Khattab, Torsten Suel, Nicola Tonellotto
Learning Passage Impacts for Inverted Indexes. SIGIR (2021)
Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia
On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications. DESIRES (2021)
Luke Gallagher, Antonio Mallia, J. Shane Culpepper, Torsten Suel, Berkant Barla Cambazoglu
Feature Extraction for Large-Scale Text Collections. CIKM (2020)
Jimmy Lin, Joel M. Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. CoRR (2020)
Jimmy Lin, Joel M. Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. SIGIR (2020)
Antonio Mallia, Michal Siedlaczek, Mengyang Sun, Torsten Suel
A Comparison of Top-k Threshold Estimation Techniques for Disjunctive Query Processing. CIKM (2020)
Antonio Mallia, Michal Siedlaczek, Torsten Suel
An Experimental Study of Index Compression and DAAT Query Processing Methods. ECIR (1) (2019)
Antonio Mallia, Michal Siedlaczek, Torsten Suel, Mohamed Zahran
GPU-Accelerated Decoding of Integer Lists. CIKM (2019)
Antonio Mallia, Michal Siedlaczek, Joel M. Mackenzie, Torsten Suel
PISA: Performant Indexes and Search for Academia. OSIRRC@SIGIR (2019)
Joel M. Mackenzie, Antonio Mallia, Matthias Petri, J. Shane Culpepper, Torsten Suel
Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study. ECIR (1) (2019)
Antonio Mallia, Elia Porciani
Faster BlockMax WAND with Longer Skipping. ECIR (1) (2019)
Antonio Mallia
Efficient Top-k Document Retrieval. FDIA@ESSIR (2019)
Melanie Tosik, Antonio Mallia, Kedar Gangopadhyay
Debunking Fake News One Feature at a Time. CoRR (2018)
Antonio Mallia, Giuseppe Ottaviano, Elia Porciani, Nicola Tonellotto, Rossano Venturini
Faster BlockMax WAND with Variable-sized Blocks. SIGIR (2017)