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04/25/2023
Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse Approximation
Neural retrieval models (NRMs) have been shown to outperform their stati...
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04/23/2023
Query-specific Variable Depth Pooling via Query Performance Prediction towards Reducing Relevance Assessment Effort
Due to the massive size of test collections, a standard practice in IR e...
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04/01/2023
On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction
Despite the retrieval effectiveness of queries being mutually independen...
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02/15/2022
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction
Motivated by the recent success of end-to-end deep neural models for ran...
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02/13/2022
An Analysis of Variations in the Effectiveness of Query Performance Prediction
A query performance predictor estimates the retrieval effectiveness of a...
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10/05/2021
Multi-Objective Few-shot Learning for Fair Classification
In this paper, we propose a general framework for mitigating the dispari...
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01/25/2021
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics
Tasks, Datasets and Evaluation Metrics are important concepts for unders...
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09/02/2020
ALEX: Active Learning based Enhancement of a Model's Explainability
An active learning (AL) algorithm seeks to construct an effective classi...
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06/28/2020
Kernel Density Estimation based Factored Relevance Model for Multi-Contextual Point-of-Interest Recommendation
An automated contextual suggestion algorithm is likely to recommend cont...
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05/14/2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning
Human society had a long history of suffering from cognitive biases lead...
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04/19/2020
InfecTracer: Approximate Nearest Neighbors Retrieval of GPS Location Traces to Retrieve Susceptible Cases
Epidemics, such as the present Covid-19 pandemic, usually spread at a ra...
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06/21/2019
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
While the fast-paced inception of novel tasks and new datasets helps fos...
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04/05/2019
