Proceedings/Recueil Des Communications CEUR Workshop Proceedings Année : 2023

Query Performance Prediction and Its Evaluation in New Tasks

Résumé

QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks is the first edition of a workshop that aims to foster a discussion within the community on how Query Performance Prediction (QPP) can be applied to new techniques in Information Retrieval (IR) and how such techniques can be exploited to define new QPP models. This first edition was hosted by the European Conference on Information Retrieval (ECIR) 2023 in Dublin (Ireland). QPP++ 2023 received nine scientific submissions, of which seven papers (four long and three short) were accepted. Two to three program committee members reviewed each submission, and the program chairs oversaw the reviewing. The accepted papers included authors from 8 countries and 14 institutions, as some publications resulted from international collaborations. Researchers addressed the following challenges: QPP for conversational search, known-item search and passage retrieval, QPP in the learning-to-rank and neural information retrieval domains, issues with using correlation metrics to evaluate QPP, QPP evaluation using pointwise approaches, continuous evaluation, and using information theory for QPP.

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Dates et versions

hal-04963082 , version 1 (24-02-2025)

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  • HAL Id : hal-04963082 , version 1

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Guglielmo Faggioli, Nicola Ferro, Josiane Mothe. Query Performance Prediction and Its Evaluation in New Tasks. The 45th European Conference on Information Retrieval, Apr 2023, Dublin, Ireland. CEUR Workshop Proceedings, 3366, ceur-ws.org, 2023. ⟨hal-04963082⟩
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