ranxhub

Run

RanxHub ID: amdbfpse/psy/test/ikr3/bm25-mean
Version: 1.0
Description: This run was computed using Mean to re-rank the top 1000 BM25 results. Original and re-ranking scores were fused using the Weighted Sum fusion algorithm provided by ranx.
Tags: Fine-Tuned · Re-Ranking
Date: 12 August 2022
Run Authors: Elias Bassani
From Paper: A Multi-Domain Benchmark for Personalized Search Evaluation
Paper Authors: Elias Bassani · Pranav Kasela · Alessandro Raganato · Gabriella Pasi

Model

Name: Mean
Description: Mean is a personalization model that compute the users' representations as the average of the representations of their associated documents. Texts representations were computed with all-MiniLM-L6-v2.
Tags: Personalization · Long-Term Personalization · Neural Network · Deep Learning · Transformer
Paper: A Multi-Domain Benchmark for Personalized Search Evaluation
Authors: Elias Bassani · Pranav Kasela · Alessandro Raganato · Gabriella Pasi

Results

MAP@100 MRR@10 NDCG@10
0.16728786078852065 0.5704587144428728 0.2841569572561065