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Wojciech Kusa

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2020 – today

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2024
[j3]
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Maciej Rybinski, Wojciech Kusa, Sarvnaz Karimi, Allan Hanbury:
Learning to match patients to clinical trials using large language models. J. Biomed. Informatics 159: 104734 (2024)
[c16]
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Pia Pachinger, Janis Goldzycher, Anna Maria Planitzer, Wojciech Kusa, Allan Hanbury, Julia Neidhardt:
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection. ACL (Findings) 2024: 11990-12001
[c15]
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Patrick Styll, Leonardo Campillos Llanos, Wojciech Kusa, Allan Hanbury:
Cross-Linguistic Disease and Drug Detection in Cardiology Clinical Texts: Methods and Outcomes. CLEF (Working Notes) 2024: 223-244
[c14]
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Wojciech Kusa, Georgios Peikos, Moritz Staudinger, Aldo Lipani, Allan Hanbury:
Normalised Precision at Fixed Recall for Evaluating TAR. ICTIR 2024: 43-49
[c13]
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Daria Alexander, Wojciech Kusa, Arjen P. de Vries:
ORCAS-I query intent predictor as component of TIRA. WOWS@ECIR 2024: 23-29
[i11]
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  - journals/corr/abs-2404-00399
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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:
Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order. CoRR abs/2404.00399 (2024)
[i10]
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  - journals/corr/abs-2406-08080
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Pia Pachinger, Janis Goldzycher, Anna Maria Planitzer, Wojciech Kusa, Allan Hanbury, Julia Neidhardt:
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection. CoRR abs/2406.08080 (2024)
2023
[j2]
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  - journals/iswa/KusaLKH23
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Wojciech Kusa, Aldo Lipani, Petr Knoth, Allan Hanbury:
An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews. Intell. Syst. Appl. 18: 200193 (2023)
[j1]
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Wojciech Kusa, Óscar E. Mendoza, Petr Knoth, Gabriella Pasi, Allan Hanbury:
Effective matching of patients to clinical trials using entity extraction and neural re-ranking. J. Biomed. Informatics 144: 104444 (2023)
[c12]
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Wojciech Kusa, Petr Knoth, Allan Hanbury:
CRUISE-Screening: Living Literature Reviews Toolbox. CIKM 2023: 5071-5075
[c11]
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Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury:
Outcome-based Evaluation of Systematic Review Automation. ICTIR 2023: 125-133
[c10]
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Wojciech Kusa, Óscar E. Mendoza, Matthias Samwald, Petr Knoth, Allan Hanbury:
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews. NeurIPS 2023
[c9]
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  - conf/semeval/DhrangadhariyaK23
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Anjani Dhrangadhariya, Wojciech Kusa, Henning Müller, Allan Hanbury:
HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction. SemEval@ACL 2023: 1776-1782
[c8]
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Wojciech Kusa, Aldo Lipani, Petr Knoth, Allan Hanbury:
VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks. SIGIR 2023: 3105-3109
[i9]
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  - journals/corr/abs-2304-08188
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Tobias Fink, Gábor Recski, Wojciech Kusa, Allan Hanbury:
Statute-enhanced lexical retrieval of court cases for COLIEE 2022. CoRR abs/2304.08188 (2023)
[i8]
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  - journals/corr/abs-2306-17614
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Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury:
Outcome-based Evaluation of Systematic Review Automation. CoRR abs/2306.17614 (2023)
[i7]
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  - journals/corr/abs-2307-00381
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Wojciech Kusa, Óscar E. Mendoza, Petr Knoth, Gabriella Pasi, Allan Hanbury:
Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking. CoRR abs/2307.00381 (2023)
[i6]
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  - journals/corr/abs-2309-01684
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Wojciech Kusa, Petr Knoth, Allan Hanbury:
CRUISE-Screening: Living Literature Reviews Toolbox. CoRR abs/2309.01684 (2023)
[i5]
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  - journals/corr/abs-2311-12474
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Wojciech Kusa, Óscar E. Mendoza, Matthias Samwald, Petr Knoth, Allan Hanbury:
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews. CoRR abs/2311.12474 (2023)
2022
[c7]
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Wojciech Kusa, Georgios Peikos, Oscar Espitia, Allan Hanbury, Gabriella Pasi:
DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem. BioNLP@ACL 2022: 432-440
[c6]
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Óscar E. Mendoza, Wojciech Kusa, Alaa El-Ebshihy, Ronin Wu, David Pride, Petr Knoth, Drahomira Herrmannova, Florina Piroi, Gabriella Pasi, Allan Hanbury:
Benchmark for Research Theme Classification of Scholarly Documents. SDP@COLING 2022: 253-262
[c5]
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Wojciech Kusa, Allan Hanbury, Petr Knoth:
Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study. ECIR (1) 2022: 584-598
[c4]
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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:
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing. NeurIPS 2022
[c3]
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Daria Alexander, Wojciech Kusa, Arjen P. de Vries:
ORCAS-I: Queries Annotated with Intent using Weak Supervision. SIGIR 2022: 3057-3066
[i4]
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  - journals/corr/abs-2201-07534
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Wojciech Kusa, Allan Hanbury, Petr Knoth:
Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study. CoRR abs/2201.07534 (2022)
[i3]
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  - journals/corr/abs-2205-00926
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Daria Alexander, Wojciech Kusa, Arjen P. de Vries:
ORCAS-I: Queries Annotated with Intent using Weak Supervision. CoRR abs/2205.00926 (2022)
[i2]
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  - journals/corr/abs-2206-15076
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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:
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing. CoRR abs/2206.15076 (2022)
2021
[c2]
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  - conf/trec/KusaG21
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Wojciech Kusa, Yasin Ghafourian:
DOSSIER at TREC 2021 Clinical Trials Track. TREC 2021

2010 – 2019

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2017
[c1]
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Wojciech Kusa, Michael Spranger:
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway. BioNLP 2017: 247-256
[i1]
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Wojciech Kusa, Michael Spranger:
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway. CoRR abs/1707.02063 (2017)

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