Antonio Mallia

41 papers A* 9A 5Journal 11Unranked 16
YearRankTypeTitle / Venue / Authors
2026 — conf
Practical, Efficient, In-Memory Inverted Indexes.
ECIR (4)
Joel Mackenzie, Sean MacAvaney, Antonio Mallia, Michal Siedlaczek
2026 — conf
Statistical Foundations of DIME: Risk Estimation for Practical Index Selection.
EACL (Volume 2: Short Papers)
Giulio D'Erasmo, Cesare Campagnano, Antonio Mallia, Pierpaolo Brutti, Nicola Tonellotto, Fabrizio Silvestri
2026 J jnl
Statistical Foundations of DIME: Risk Estimation for Practical Index Selection.
CoRR
Giulio D'Erasmo, Cesare Campagnano, Antonio Mallia, Pierpaolo Brutti, Nicola Tonellotto, Fabrizio Silvestri
2025 A* conf
A Flexible Resource for Top-Weighted Comparisons Between Sets and Rankings.
SIGIR
Alistair Moffat, Joel Mackenzie, Antonio Mallia, Matthias Petri
2025 — conf
ColBERT-Serve: Efficient Multi-stage Memory-Mapped Scoring.
ECIR (4)
Kaili Huang, Thejas Venkatesh, Uma Dingankar, Antonio Mallia, Daniel Campos, Jian Jiao, Christopher Potts, Matei Zaharia, Kwabena Boahen, Omar Khattab, Saarthak Sarup, Keshav Santhanam
2025 J jnl
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring.
CoRR
Kaili Huang, Thejas Venkatesh, Uma Dingankar, Antonio Mallia, Daniel Campos, Jian Jiao, Christopher Potts, Matei Zaharia, Kwabena Boahen, Omar Khattab, Saarthak Sarup, Keshav Santhanam
2025 — conf
E2Rank: Efficient and Effective Layer-Wise Reranking.
ECIR (3)
Cesare Campagnano, Antonio Mallia, Jack Pertschuk, Fabrizio Silvestri
2025 J jnl
Efficient Constant-Space Multi-Vector Retrieval.
CoRR
Sean MacAvaney, Antonio Mallia, Nicola Tonellotto
2025 — conf
Efficient Constant-Space Multi-vector Retrieval.
ECIR (3)
Sean MacAvaney, Antonio Mallia, Nicola Tonellotto
2025 A* conf
Efficient In-Memory Inverted Indexes: Theory and Practice.
SIGIR
Joel Mackenzie, Sean MacAvaney, Antonio Mallia, Michal Siedlaczek
2025 A* conf
Fast and Effective Early Termination for Simple Ranking Functions.
SIGIR
Jinrui Gou, Antonio Mallia, Yifan Liu, Minghao Shao, Torsten Suel
2025 A* conf
Unveiling DIME: Reproducibility, Generalizability, and Formal Analysis of Dimension Importance Estimation for Dense Retrieval.
SIGIR
Cesare Campagnano, Antonio Mallia, Fabrizio Silvestri
2024 J jnl
DeeperImpact: Optimizing Sparse Learned Index Structures.
CoRR
Soyuj Basnet, Jerry Gou, Antonio Mallia, Torsten Suel
2024 A* conf
Faster Learned Sparse Retrieval with Block-Max Pruning.
SIGIR
Antonio Mallia, Torsten Suel, Nicola Tonellotto
2024 J jnl
Faster Learned Sparse Retrieval with Block-Max Pruning.
CoRR
Antonio Mallia, Torsten Suel, Nicola Tonellotto
2024 — conf
Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies.
ECIR (3)
Puxuan Yu, Antonio Mallia, Matthias Petri
2024 J jnl
Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies.
CoRR
Puxuan Yu, Antonio Mallia, Matthias Petri
2024 — conf
Rank-Biased Quality Measurement for Sets and Rankings.
SIGIR-AP
Alistair Moffat, Joel Mackenzie, Antonio Mallia, Matthias Petri
2023 — conf
Accelerating Learned Sparse Indexes Via Term Impact Decomposition.
IIR
Joel Mackenzie, Antonio Mallia, Alistair Moffat, Matthias Petri
2023 — conf
Enhancing Sparse Retrieval via Unsupervised Learning.
SIGIR-AP
Xueguang Ma, Hengxin Fun, Xusen Yin, Antonio Mallia, Jimmy Lin
2023 J jnl
Many are Better than One: Algorithm Selection for Faster Top-K Retrieval.
Inf. Process. Manag.
Gabriel Tolosa, Antonio Mallia
2022 — conf
Accelerating Learned Sparse Indexes Via Term Impact Decomposition.
EMNLP (Findings)
Joel Mackenzie, Antonio Mallia, Alistair Moffat, Matthias Petri
2022 A* conf
Faster Learned Sparse Retrieval with Guided Traversal.
SIGIR
Antonio Mallia, Joel Mackenzie, Torsten Suel, Nicola Tonellotto
2022 J jnl
Faster Learned Sparse Retrieval with Guided Traversal.
CoRR
Antonio Mallia, Joel Mackenzie, Torsten Suel, Nicola Tonellotto
2022 A conf
Using Conjunctions for Faster Disjunctive Top-k Queries.
WSDM
Michal Siedlaczek, Antonio Mallia, Torsten Suel
2021 A conf
Fast Disjunctive Candidate Generation Using Live Block Filtering.
WSDM
Antonio Mallia, Michal Siedlaczek, Torsten Suel
2021 A* conf
Learning Passage Impacts for Inverted Indexes.
SIGIR
Antonio Mallia, Omar Khattab, Torsten Suel, Nicola Tonellotto
2021 J jnl
Learning Passage Impacts for Inverted Indexes.
CoRR
Antonio Mallia, Omar Khattab, Nicola Tonellotto, Torsten Suel
2021 — conf
On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications.
DESIRES
Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia
2020 A conf
A Comparison of Top-k Threshold Estimation Techniques for Disjunctive Query Processing.
CIKM
Antonio Mallia, Michal Siedlaczek, Mengyang Sun, Torsten Suel
2020 A conf
Feature Extraction for Large-Scale Text Collections.
CIKM
Luke Gallagher, Antonio Mallia, J. Shane Culpepper, Torsten Suel, Berkant Barla Cambazoglu
2020 A* conf
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format.
SIGIR
Jimmy Lin, Joel M. Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries
2020 J jnl
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format.
CoRR
Jimmy Lin, Joel M. Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries
2019 — conf
An Experimental Study of Index Compression and DAAT Query Processing Methods.
ECIR (1)
Antonio Mallia, Michal Siedlaczek, Torsten Suel
2019 — conf
Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study.
ECIR (1)
Joel M. Mackenzie, Antonio Mallia, Matthias Petri, J. Shane Culpepper, Torsten Suel
2019 — conf
Efficient Top-k Document Retrieval.
FDIA@ESSIR
Antonio Mallia
2019 — conf
Faster BlockMax WAND with Longer Skipping.
ECIR (1)
Antonio Mallia, Elia Porciani
2019 A conf
GPU-Accelerated Decoding of Integer Lists.
CIKM
Antonio Mallia, Michal Siedlaczek, Torsten Suel, Mohamed Zahran
2019 — conf
PISA: Performant Indexes and Search for Academia.
OSIRRC@SIGIR
Antonio Mallia, Michal Siedlaczek, Joel M. Mackenzie, Torsten Suel
2018 J jnl
Debunking Fake News One Feature at a Time.
CoRR
Melanie Tosik, Antonio Mallia, Kedar Gangopadhyay
2017 A* conf
Faster BlockMax WAND with Variable-sized Blocks.
SIGIR
Antonio Mallia, Giuseppe Ottaviano, Elia Porciani, Nicola Tonellotto, Rossano Venturini