Cosimo Rulli

36 papers A* 6A 1Journal 18Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
Evaluating the Efficiency and Effectiveness of Learned Sparse Retrieval with the lsr_benchmark.
ECIR (4)
Maik Fröbe, Ferdinand Schlatt, Cosimo Rulli, Tim Hagen, Jan Heinrich Merker, Gijs Hendriksen, Carlos Lassance, Franco Maria Nardini, Rossano Venturini, Martin Potthast
2026 — conf
Forward Index Compression for Learned Sparse Retrieval.
ECIR (2)
Sebastian Bruch, Martino Fontana, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 J jnl
Forward Index Compression for Learned Sparse Retrieval.
CoRR
Sebastian Bruch, Martino Fontana, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 J jnl
Gender Disparities in StackOverflow's Community-Based Question Answering: A Matter of Quantity versus Quality.
CoRR
Maddalena Amendola, Cosimo Rulli, Carlos Castillo, Andrea Passarella, Raffaele Perego
2026 — conf
Multivector Reranking in the Era of Strong First-Stage Retrievers.
ECIR (3)
Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 J jnl
Multivector Reranking in the Era of Strong First-Stage Retrievers.
CoRR
Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2026 — conf
Neural Lexical Search with Learned Sparse Retrieval.
ECIR (4)
Andrew Yates, Carlos Lassance, Cosimo Rulli, Eugene Yang, Sean MacAvaney, Siddharth A. K. Singh, Thong Nguyen, Yibin Lei
2026 J jnl
Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval.
CoRR
Thong Nguyen, Cosimo Rulli, Franco Maria Nardini, Rossano Venturini, Andrew Yates
2025 J jnl
ChatGPT Versus Modest Large Language Models: An Extensive Study on Benefits and Drawbacks for Conversational Search.
IEEE Access
Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Cristina Ioana Muntean, Raffaele Perego, Ophir Frieder
2025 A* conf
Effective Inference-Free Retrieval for Learned Sparse Representations.
SIGIR
Franco Maria Nardini, Thong Nguyen, Cosimo Rulli, Rossano Venturini, Andrew Yates
2025 J jnl
Effective Inference-Free Retrieval for Learned Sparse Representations.
CoRR
Franco Maria Nardini, Thong Nguyen, Cosimo Rulli, Rossano Venturini, Andrew Yates
2025 A* conf
Efficient Approximate Nearest Neighbor Search on a Raspberry Pi.
SIGIR
Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2025 A* conf
Efficient Conversational Search via Topical Locality in Dense Retrieval.
SIGIR
Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti, Cosimo Rulli
2025 J jnl
Efficient Conversational Search via Topical Locality in Dense Retrieval.
CoRR
Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti, Cosimo Rulli
2025 J jnl
Efficient Sketching and Nearest Neighbor Search Algorithms for Sparse Vector Sets.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2025 — conf
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis.
EMNLP (Findings)
Juli Bakagianni, Korbinian Randl, Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Salvatore Trani, Aron Henriksson, Anna Romanova, John Pavlopoulos
2025 — conf
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets.
ECIR (3)
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini, Leonardo Venuta
2025 J jnl
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini, Leonardo Venuta
2025 A* conf
Neural Lexical Search with Learned Sparse Retrieval.
SIGIR
Andrew Yates, Carlos Lassance, Cosimo Rulli, Eugene Yang, Sean MacAvaney, Siddharth A. K. Singh, Thong Nguyen, Yibin Lei
2025 J jnl
Neural network compression using binarization and few full-precision weights.
Inf. Sci.
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2025 — conf
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search.
ECIR (4)
Leonardo Delfino, Domenico Erriquez, Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2025 J jnl
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search.
CoRR
Leonardo Delfino, Domenico Erriquez, Silvio Martinico, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 A* conf
Distilled Neural Networks for Efficient Learning to Rank: (Extended Abstract).
ICDE
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2024 J jnl
Efficient Inverted Index-based Approximate Retrieval over High-dimensional Learned Sparse Representations.
IEEE Data Eng. Bull.
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 A* conf
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
SIGIR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 J jnl
Efficient Multi-Vector Dense Retrieval Using Bit Vectors.
CoRR
Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 — conf
Efficient Multi-vector Dense Retrieval with Bit Vectors.
ECIR (2)
Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 — conf
Efficient and Effective Multi-Vector Dense Retrieval with EMVB.
SEBD
Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 — conf
LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations.
IIR
Guido Rocchietti, Cosimo Rulli, Korbinian Randl, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani, Manos Karvounis, Jakub Janostik
2024 J jnl
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
CoRR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 A conf
Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
CIKM
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2024 — conf
Seismic: Efficient and Effective Retrieval over Learned Sparse Representation.
IIR
Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini
2023 J jnl
Distilled Neural Networks for Efficient Learning to Rank.
IEEE Trans. Knowl. Data Eng.
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2023 J jnl
Neural Network Compression using Binarization and Few Full-Precision Weights.
CoRR
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
2022 J jnl
Distilled Neural Networks for Efficient Learning to Rank.
CoRR
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini