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09/04/2023
CRUISE-Screening: Living Literature Reviews Toolbox
Keeping up with research and finding related work is still a time-consum...
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07/06/2023
CORE-GPT: Combining Open Access research and large language models for credible, trustworthy question answering
In this paper, we present CORE-GPT, a novel question-answering platform ...
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07/01/2023
Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking
Clinical trials (CTs) often fail due to inadequate patient recruitment. ...
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06/30/2023
Outcome-based Evaluation of Systematic Review Automation
Current methods of evaluating search strategies and automated citation s...
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12/11/2022
Predicting article quality scores with machine learning: The UK Research Excellence Framework
National research evaluation initiatives and incentive schemes have prev...
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10/14/2022
Confidence estimation of classification based on the distribution of the neural network output layer
One of the most common problems preventing the application of prediction...
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01/19/2022
Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study
In the process of Systematic Literature Review, citation screening is es...
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06/07/2019
Do Authors Deposit on Time? Tracking Open Access Policy Compliance
Recent years have seen fast growth in the number of policies mandating O...
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07/19/2018
Mr. DLib's Living Lab for Scholarly Recommendations
We introduce the first living lab for scholarly recommender systems. Thi...
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05/22/2018
Peer review and citation data in predicting university rankings, a large-scale analysis
Most Performance-based Research Funding Systems (PRFS) draw on peer revi...
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02/13/2018
Do Citations and Readership Identify Seminal Publications?
In this paper, we show that citation counts work better than a random ba...
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07/13/2017
Incidental or influential? - Challenges in automatically detecting citation importance using publication full texts
This work looks in depth at several studies that have attempted to autom...
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07/13/2017
Classifying document types to enhance search and recommendations in digital libraries
In this paper, we address the problem of classifying documents available...
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05/01/2017