Nicola Tonellotto

1. A Static Pruning Study on Sparse Neural Retrievers
   2023/04/25 by Carlos Lassance, Lassance, Carlos, Simon Lupart +7 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Neural Networks and Applications #Topic Modeling
2. Faster Learned Sparse Retrieval with Block-Max Pruning
   2024/05/02 by Antonio Mallia, Mallia, Antonio, Torten Suel +3 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
3. Faster Learned Sparse Retrieval with Guided Traversal
   2022/04/24 by Antonio Mallia, Mallia, Antonio, Joel Mackenzie +5 · 2 citations
   Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Text and Document Classification Technologies
4. On Single and Multiple Representations in Dense Passage Retrieval
   2021/08/13 by Craig Macdonald, Nicola Tonellotto, Macdonald, Craig +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
5. ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval
   2024/12/19 by Giulio D'Erasmo, D'Erasmo, Giulio, Giovanni Trappolini +5 · 2 citations
   Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Face and Expression Recognition
6. Caching Historical Embeddings in Conversational Search
   2022/11/25 by Ophir Frieder, Ida Mele, Frieder, Ophir +9 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
7. Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE
   2024/04/20 by Carlos Lassance, Lassance, Carlos, Hervé Déjean +5 · 1 citation
   Chemistry · Physics and Astronomy · #Analytical Chemistry and Chromatography #FOS: Computer and information sciences #Information Retrieval (cs.IR) #X-ray Spectroscopy and Fluorescence Analysis
8. A Theoretical Analysis of Recommendation Loss Functions under Negative Sampling
   2024/11/12 by Giulia Di Teodoro, Di Teodoro, Giulia, Federico Siciliano +5 · 1 citation
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Technology Adoption and User Behaviour #Technology and Data Analysis
9. Black-Mamba: Biologically-Inspired Leaky Accumulation for Conceptual Knowledge under Distribution Drift
   2026/07/21 by Giuseppe Soriano, Nicola Tonellotto, Alberto Gotta
   #cs.AI