Wojciech Kusa

According to our database, Wojciech Kusa authored at least 28 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning to match patients to clinical trials using large language models.

Maciej Rybinski, Wojciech Kusa, Sarvnaz Karimi, Allan Hanbury

J. Biomed. Informatics, 2024

ASPIRE: Assistive System for Performance Evaluation in IR.

Georgios Peikos, Wojciech Kusa, Symeon Symeonidis

CoRR, 2024

Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order.

Taishi Nakamura, Mayank Mishra, Simone Tedeschi, Yekun Chai, Jason T. Stillerman, Felix Friedrich, Prateek Yadav, Tanmay Laud, Minh Chien Vu, Terry Yue Zhuo, Diganta Misra, Ben Bogin, Xuan-Son Vu, Marzena Karpinska, Arnav Varma Dantuluri, Wojciech Kusa, Tommaso Furlanello, Rio Yokota, Niklas Muennighoff, Suhas Pai, Tosin P. Adewumi, Veronika Laippala, Xiaozhe Yao, Adalberto Junior, Alpay Ariyak, Aleksandr Drozd, Jordan Clive, Kshitij Gupta, Liangyu Chen, Qi Sun, Ken Tsui, Noah Persaud, Nour Moustafa-Fahmy, Tianlong Chen, Mohit Bansal, Nicolo Monti, Tai Dang, Ziyang Luo, Tien-Tung Bui, Roberto Navigli, Virendra Mehta, Matthew Blumberg, Victor May, Huu Nguyen, Sampo Pyysalo

CoRR, 2024

ORCAS-I query intent predictor as component of TIRA.

Daria Alexander, Wojciech Kusa, Arjen P. de Vries

Proceedings of the first International Workshop on Open Web Search co-located with the 46th European Conference on Information Retrieval ECIR 2024, 2024

A Reproducibility and Generalizability Study of Large Language Models for Query Generation.

Moritz Staudinger, Wojciech Kusa, Florina Piroi, Aldo Lipani, Allan Hanbury

Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2024

Enhancing Clinical Data Capture: Developing a Natural Language Processing Pipeline for Converting Free Text Admission Notes to Structured EHR Data.

Patrick Styll, Wojciech Kusa, Allan Hanbury

Proceedings of the Eight Workshop on Natural Language for Artificial Intelligence (NL4AI 2024) co-located with 23th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2024), 2024

Normalised Precision at Fixed Recall for Evaluating TAR.

Wojciech Kusa, Georgios Peikos, Moritz Staudinger, Aldo Lipani, Allan Hanbury

Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024

Cross-Linguistic Disease and Drug Detection in Cardiology Clinical Texts: Methods and Outcomes.

Patrick Styll, Leonardo Campillos Llanos, Wojciech Kusa, Allan Hanbury

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Leveraging Cochrane Systematic Literature Reviews for Prospective Evaluation of Large Language Models.

Wojciech Kusa, Harrisen Scells, Moritz Staudinger, Allan Hanbury

Proceedings of the 3rd Workshop on Augmented Intelligence for Technology-Assisted Reviews Systems (ALTARS 2024) co-located with the 46th European Conference on Information Retrieval (ECIR 2024), 2024

AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection.

Pia Pachinger, Janis Goldzycher, Anna Maria Planitzer, Wojciech Kusa, Allan Hanbury, Julia Neidhardt

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Effective matching of patients to clinical trials using entity extraction and neural re-ranking.

Wojciech Kusa, Óscar E. Mendoza, Petr Knoth, Gabriella Pasi, Allan Hanbury

J. Biomed. Informatics, August, 2023

An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews.

Wojciech Kusa, Aldo Lipani, Petr Knoth, Allan Hanbury

Intell. Syst. Appl., May, 2023

Statute-enhanced lexical retrieval of court cases for COLIEE 2022.

Tobias Fink, Gábor Recski, Wojciech Kusa, Allan Hanbury

CoRR, 2023

DoSSIER at TREC 2023 Clinical Trials Track.

Wojciech Kusa, Patrick Styll, Maximilian Seeliger, Óscar E. Mendoza, Allan Hanbury

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks.

Wojciech Kusa, Aldo Lipani, Petr Knoth, Allan Hanbury

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction.

Anjani Dhrangadhariya, Wojciech Kusa, Henning Müller, Allan Hanbury

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews.

Wojciech Kusa, Óscar E. Mendoza, Matthias Samwald, Petr Knoth, Allan Hanbury

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Outcome-based Evaluation of Systematic Review Automation.

Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury

Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

CRUISE-Screening: Living Literature Reviews Toolbox.

Wojciech Kusa, Petr Knoth, Allan Hanbury

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

ORCAS-I.

Wojciech Kusa, Daria Alexander, Arjen P. de Vries

Dataset, April, 2022

BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing.

Jason Alan Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Myungsun Kang, Ruisi Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen H. Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, José David Posada, John Michael Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Michio Broad, Yanis Labrak, Shlok S. Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz

CoRR, 2022

ORCAS-I: Queries Annotated with Intent using Weak Supervision.

Daria Alexander, Wojciech Kusa, Arjen P. de Vries

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing.

Jason A. Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Sunny Kang, Rosaline Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen H. Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, José D. Posada, John M. Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Broad, Yanis Labrak, Shlok Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study.

Wojciech Kusa, Allan Hanbury, Petr Knoth

Proceedings of the Advances in Information Retrieval, 2022

Benchmark for Research Theme Classification of Scholarly Documents.

Óscar E. Mendoza, Wojciech Kusa, Alaa El-Ebshihy, Ronin Wu, David Pride, Petr Knoth, Drahomira Herrmannova, Florina Piroi, Gabriella Pasi, Allan Hanbury

Proceedings of the Third Workshop on Scholarly Document Processing, 2022

DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem.

Wojciech Kusa, Georgios Peikos, Oscar Espitia, Allan Hanbury, Gabriella Pasi

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

DOSSIER at TREC 2021 Clinical Trials Track.

Wojciech Kusa, Yasin Ghafourian

Proceedings of the Thirtieth Text REtrieval Conference, 2021

2017

External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway.

Wojciech Kusa, Michael Spranger

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017