Search

Raffaele Perego

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
Topical result caching in web search engines
Cache Optimization via Topics in Web Search Engines
Cache Optimization via Topics in Web Search Engines
Enhanced News Retrieval: Passages Lead the Way!
Dataset Popularity Prediction for Caching of CMS Big Data
Parallel Traversal of Large Ensembles of Decision Trees
Popularity-Based Caching of CMS Datasets
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
MIDAS: A Cloud Platform for SOA Testing as a Service
Load-Sensitive Selective Pruning for Distributed Search
Query Processing in Highly-Loaded Search Engines
Representing Document Lengths with Identifiers