Franco Maria Nardini

Latest

• Efficient Document Re-Ranking for Transformers by Precomputing Term Representations
• Expansion via Prediction of Importance with Contextualization
• Topic Propagation in Conversational Search
• Training Curricula for Open Domain Answer Re-Ranking
• Enhanced News Retrieval: Passages Lead the Way!
• Parallel Traversal of Large Ensembles of Decision Trees
• QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees
• Multicore/manycore parallel traversal of large forests of regression trees
• Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles
• Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees
• Quality versus efficiency in document scoring with learning-to-rank models
• QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees
• Speeding Up Document Ranking with Rank-based Features
• A method to rank documents by a computer, using additive ensembles of regression trees and cache optimisation, and search engines using such a method