18 citations · 64 across the 12 of their papers we have counts for
7 papers · 1 filter
A Reproducibility and Generalizability Study of Large Language Models for Query Generation
Moritz Staudinger, Wojciech Kusa, Florina Piroi +2
Systematic literature reviews (SLRs) are a cornerstone of academic research, yet they are often labour-intensive and time-consuming due to the detailed literature curation process.…
CRUISE-Screening: Living Literature Reviews Toolbox
Wojciech Kusa, Petr Knoth, Allan Hanbury
Keeping up with research and finding related work is still a time-consuming task for academics. Researchers sift through thousands of studies to identify a few relevant ones. Autom…
Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking
Wojciech Kusa, Óscar E. Mendoza, Petr Knoth +2
Clinical trials (CTs) often fail due to inadequate patient recruitment. This paper tackles the challenges of CT retrieval by presenting an approach that addresses the patient-to-tr…
Outcome-based Evaluation of Systematic Review Automation
Wojciech Kusa, Guido Zuccon, Petr Knoth +1
Current methods of evaluating search strategies and automated citation screening for systematic literature reviews typically rely on counting the number of relevant and not relevan…
Statute-enhanced lexical retrieval of court cases for COLIEE 2022
Tobias Fink, Gabor Recski, Wojciech Kusa +1
We discuss our experiments for COLIEE Task 1, a court case retrieval competition using cases from the Federal Court of Canada. During experiments on the training data we observe th…
ORCAS-I: Queries Annotated with Intent using Weak Supervision
Daria Alexander, Wojciech Kusa, Arjen P. de Vries
User intent classification is an important task in information retrieval. In this work, we introduce a revised taxonomy of user intent. We take the widely used differentiation betw…