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An Enhanced Evaluation Framework for Query Performance Prediction


An Enhanced Evaluation Framework for Query Performance Prediction

In this paper, we re-examine the existing evaluation methodology commonly used for QPP, and propose a new approach.

An Enhanced Evaluation Framework for Query Performance Prediction

The resulting statistical analysis combined with a novel evaluation framework demonstrates the merits of modeling QPP performance as distributions, and enables ...

An Enhanced Evaluation Framework for Query Performance Prediction

of query performance prediction? • How can detailed statistical analysis and testing be applied to QPP evaluation exercises? • What factors ...

An Enhanced Query Performance Prediction Evaluation Approach

We also incorporate recent work in retrieval effectiveness on query variation and reformulation of each topic [4] into our framework, which allows a more fine- ...

An Enhanced Approach to Query Performance Prediction Using ...

Oren Kurland, Anna Shtok, David Carmel, and Shay Hummel. A unified framework for post-retrieval query-performance prediction. In Proceedings of ICTIR'11.

‪Oleg Zendel‬ - ‪Google Scholar‬

An Enhanced Evaluation Framework for Query Performance Prediction. G Faggioli, O Zendel, JS Culpepper, N Ferro, F Scholer. Advances in Information Retrieval.

Evaluation of Query Performance Prediction Methods by Range

However, this explosion of prediction method proposals have not been paralleled by an in-depth study of suitable methods to evaluate these estimations. In this ...

An Enhanced Evaluation Framework for Query Performance ...

An Enhanced Evaluation Framework for Query Performance Prediction (QPP). 143 views · 3 years ago ...more ...

Query Performance Prediction using Relevance Judgments ... - arXiv

An Enhanced Evaluation Framework for Query Performance Prediction. In ECIR. Springer, 115–129. Faggioli et al. (2022) Guglielmo Faggioli ...

ICTIR'2020 QPP Tutorial - Haggai Roitman's Homepage

Query Performance Prediction: Evaluation Contrasted with ... An Extended Query Performance Prediction Framework Utilizing Passage-Level Information.

A Geometric Framework for Query Performance Prediction in ...

For each use case we propose an evaluation methodology capable of measuring the performance of a QPP model according to its pur- pose. For the first use case, ...

Query Performance Prediction using Relevance Judgments ... - arXiv

An Enhanced Evaluation. Framework for Query Performance Prediction. In ECIR. Springer, 115–129. [40] Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper ...

QPP++ 2023: Query-Performance Prediction and Its ... - HAL

... An Enhanced. Evaluation Framework for Query Performance Prediction. In: Proc. ECIR. pp. 115–129 (2021). 5. Hauff, C.: Predicting the ...

Query Performance Prediction: From Fundamentals to Advanced ...

– Highlighting the importance of QPP: we aim to underscore the pivotal role that QPP plays in enhancing IR, by illuminating various applications of QPP. – ...

On the Feasibility and Robustness of Pointwise Evaluation of Query ...

Zendel, J. S. Culpepper, N. Ferro, F. Scholer, An enhanced evaluation framework for query performance prediction, in: Advances in Information ...

Autonomic performance prediction framework for data warehouse ...

To enhance the performance of overloaded data warehouses with varying queries, a prediction ... et al. MAG: A performance evaluation framework for database ...

A `Pointwise-Query, Listwise-Document' based Query Performance ...

enhanced evaluation framework for query performance prediction. In Advances in Information Retrieval (Cham, 2021), Springer International Publishing, pp ...

Report on the 1st Workshop on Query Performance Prediction ... - HAL

Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, and Falk Scholer. An Enhanced. Evaluation Framework for Query Performance ...

Enhanced Evaluation Framework | CDC

Enhanced Evaluation Framework. What is the Enhanced Evaluation Framework? In 1999, the Centers for Disease Control and Prevention (CDC) published its ...

Query Performance Prediction using Relevance Judgments ...

An Enhanced Evaluation Framework for Query Performance. Prediction. In ECIR. Springer, 115–129. [37] Guglielmo Faggioli, Oleg Zendel, J Shane ...