Cruise on quantum computing for feature selection in recommender systems

J Niu, J Li, K Deng, Y Ren - arxiv preprint arxiv:2407.02839, 2024 - arxiv.org
Using Quantum Computers to solve problems in Recommender Systems that classical
computers cannot address is a worthwhile research topic. In this paper, we use Quantum …

[PDF][PDF] Nica at quantum computing CLEF tasks 2024

A Naebzadeh, S Eetemadi - Working Notes of CLEF, 2024 - ceur-ws.org
We present the models implemented by the NICA group for the Quantum Computing
(QuantumCLEF) Shared Task at CLEF 2024. Our participation focused on Task 1A: Feature …

[PDF][PDF] Team qIIMAS on task 2-clustering

W Alvarez Giron, J Tellez, J Tovar Cortes… - Working Notes of …, 2024 - ceur-ws.org
This paper describes our participation in Task 2 of the QuantumCLEF lab, where we
explored the use of quantum annealing for clustering 6486 document embeddings. We …

[PDF][PDF] Towards a hyperparameter-free QUBO formulation for feature selection in IR

T Almeida, S Matos - Working Notes of CLEF, 2024 - ceur-ws.org
Feature selection is a crucial step in Learning to Rank systems, focused on identifying the
most relevant features to either maintain or enhance model effectiveness while minimizing …

[PDF][PDF] Team QTB on feature selection via quantum annealing and hybrid models

E Payares, E Puertas, JC Martinez Santos - Working Notes of CLEF, 2024 - ceur-ws.org
Quantum technologies are a reality today, and the future is bright regarding its capabilities
for real-world applications. Feature selection is a crucial preprocessing step in Information …

What Happened in CLEF For Another While?

N Ferro - International Conference of the Cross-Language …, 2024 - Springer
Abstract 2024 marks the 25 th birthday for CLEF, an evaluation campaign activity which has
applied the Cranfield evaluation paradigm to the testing of multilingual and multimodal …

[PDF][PDF] Team shm2024 on quantum feature selection

S Gersome, J Mahibha, D Thenmozhi - Working Notes of CLEF, 2024 - ceur-ws.org
Quantum has always gained considerable attention in scientific studies as it defies common
perception. Quantum Computing-recently evolving-has also started to gain considerable …

[PDF][PDF] Team openwebsearch at CLEF 2024: QuantumCLEF

M Frobe, D Alexander, GAW Hendriksen, F Schlatt… - 2024 - repository.ubn.ru.nl
We describe the OpenWebSearch group's participation in the CLEF 2024 QuantumClef IR
Feature Selection track. Our submitted runs focus on the observation that the importance of …

[PDF][PDF] Report on the 15th Conference and Labs of the Evaluation Forum (CLEF 2024): Experimental IR Meets Multilinguality, Multimodality, and Interaction

This is a report on the fifteenth edition of the Conference and Labs of the Evaluation Forum
(CLEF 2024), held on September 9–12, 2024, in Grenoble, France. CLEF was a four-day …