| Distilled neural networks for efficient learning to rank FM Nardini, C Rulli, S Trani, R Venturini IEEE Transactions on Knowledge and Data Engineering 35 (5), 4695-4712, 2022 | 19 | 2022 |
| Efficient inverted indexes for approximate retrieval over learned sparse representations S Bruch, FM Nardini, C Rulli, R Venturini Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 15 | 2024 |
| Efficient Multi-vector Dense Retrieval with Bit Vectors FM Nardini, C Rulli, R Venturini European Conference on Information Retrieval, 3-17, 2024 | 15* | 2024 |
| Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations S Bruch, FM Nardini, C Rulli, R Venturini Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 3 | 2024 |
| Neural Network Compression using Binarization and Few Full-Precision Weights FM Nardini, C Rulli, S Trani, R Venturini arXiv preprint arXiv:2306.08960, 2023 | 3 | 2023 |
| LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations G Rocchietti, C Rulli, K Randl, CI Muntean, FM Nardini, R Perego, S Trani, ... Proc. of the 14th Italian Information Retrieval Workshop 3802, 33-42, 2024 | 1 | 2024 |
| Seismic: Efficient and Effective Retrieval over Learned Sparse Representation S Bruch, FM Nardini, C Rulli, R Venturini Proc. of the 14th Italian Information Retrieval Workshop 3802, 103-106, 2024 | 1 | 2024 |
| Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets S Bruch, FM Nardini, C Rulli, R Venturini, L Venuta arXiv preprint arXiv:2501.11628, 2025 | | 2025 |
| ChatGPT vs. Modest Large Language Models: an extensive study on benefits and drawbacks for conversational search G Rocchietti, C Rulli, FM Nardini, CI Muntean, R Perego, O Frieder IEEE Access, 2025 | | 2025 |
| kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search L Delfino, D Erriquez, S Martinico, FM Nardini, C Rulli, R Venturini arXiv preprint arXiv:2501.06121, 2025 | | 2025 |
| PerconAI 2024: 3rd Workshop on Pervasive and Resource-Constrained Artificial Intelligence-Welcome and Committees P Angelov, ML Bernardi, FM Nardini, R Pecori, L Valerio, P Dini, S Ashraf, ... 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | | 2024 |
| Efficient and Effective Multi-Vector Dense Retrieval with EMVB FM Nardini, C Rulli, R Venturini SEBD, 2024 | | 2024 |
| On Improving Efficiency/Effectiveness trade-offs with Neural Network Compression C RULLI | | 2023 |
| Neural Pruning for Efficient Learning to Rank C Rulli, FM Nardini, S Trani, R Venturini | | 2022 |
| Neural Network Compression Using Binarization and Few Full-Precision Weights C Rulli, FM Nardini, S Trani, R Venturini Available at SSRN 4927691, 0 | | |
Franco Maria NardiniSenior Researcher, ISTI-CNR, Pisa, Italy確認したメール アドレス: isti.cnr.it