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ORCIDRoland Roller
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- affiliation: German Research Center for Artificial Intelligence (DFKI), Berlin, Germany
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2020 – today
- 2024
[j4]Akhila Abdulnazar
, Roland Roller, Stefan Schulz, Markus Kreuzthaler:
Large Language Models for Clinical Text Cleansing Enhance Medical Concept Normalization. IEEE Access 12: 147981-147990 (2024)- [c43]Ajay Madhavan Ravichandran, Julianna Grune, Nils Feldhus, Aljoscha Burchardt, Roland Roller, Sebastian Möller:
XAI for Better Exploitation of Text in Medical Decision Support. BioNLP@ACL 2024: 506-513 - [c42]Faraz Maschhur, Klaus Netter, Sven Schmeier, Katrin Ostermann, Rimantas Palunis, Tobias Strapatsas, Roland Roller:
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios. BioNLP@ACL 2024: 559-569 - [c41]Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, Aurélie Névéol, Patrick Paroubek, Philippe Thomas, Tomohiro Nishiyama, Sebastian Möller, Eiji Aramaki, Yuji Matsumoto, Roland Roller, Pierre Zweigenbaum:
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. LREC/COLING 2024: 395-414 - [c40]Mariana L. Neves, Cristian Grozea, Philippe Thomas, Roland Roller, Rachel Bawden, Aurélie Névéol, Steffen Castle, Vanessa Bonato, Giorgio Maria Di Nunzio, Federica Vezzani, Maika Vicente Navarro, Lana Yeganova, Antonio Jimeno-Yepes:
Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level. WMT 2024: 124-138 - [i13]Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, Aurélie Névéol, Patrick Paroubek, Philippe Thomas, Tomohiro Nishiyama, Sebastian Möller, Eiji Aramaki, Yuji Matsumoto, Roland Roller, Pierre Zweigenbaum:
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. CoRR abs/2403.18336 (2024) - 2023
- [j3]Davy Weissenbacher, Karen O'Connor, Siddharth Rawal, Yu Zhang, Richard Tzong-Han Tsai, Timothy A. Miller, Dongfang Xu, Carol Anderson, Bo Liu, Qing Han, Jinfeng Zhang, Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban, Elif Ozkirimli, Ammer Ayach, Roland Roller, Stephen R. Piccolo, Peijin Han, V. G. Vinod Vydiswaran, Ramya Tekumalla, Juan M. Banda, Parsa Bagherzadeh, Sabine Bergler, João Figueira Silva, Tiago Melo Almeida, Paloma Martínez, Renzo M. Rivera Zavala, Chen-Kai Wang, Hong-Jie Dai, Luis Alberto Robles Hernandez, Graciela Gonzalez-Hernandez:
Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition. Database J. Biol. Databases Curation 2023 (2023) - [j2]Enrico Mensa, Paloma Martínez Fernández, Roland Roller, Daniele Paolo Radicioni:
Editorial: Information extraction for health documents. Frontiers Artif. Intell. 6 (2023) - [c39]Iyadh Ben Cheikh Larbi, Aljoscha Burchardt, Roland Roller:
Clinical Text Anonymization, its Influence on Downstream NLP Tasks and the Risk of Re-Identification. EACL (Student Research Workshop) 2023: 105-111 - [c38]Mohammed Bin Sumait, Aleksandra Gabryszak, Leonhard Hennig, Roland Roller:
Factuality Detection using Machine Translation - a Use Case for German Clinical Text. KONVENS 2023: 85-92 - [c37]Akhila Abdulnazar, Markus Kreuzthaler, Roland Roller, Stefan Schulz:
SapBERT-Based Medical Concept Normalization Using SNOMED CT. MIE 2023: 825-826 - [c36]Mariana L. Neves, Antonio Jimeno-Yepes, Aurélie Névéol, Rachel Bawden, Giorgio Maria Di Nunzio, Roland Roller, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Lana Yeganova, Dina Wiemann, Cristian Grozea:
Findings of the WMT 2023 Biomedical Translation Shared Task: Evaluation of ChatGPT 3.5 as a Comparison System. WMT 2023: 43-54 - [i12]Mohammed Bin Sumait, Aleksandra Gabryszak, Leonhard Hennig, Roland Roller:
Factuality Detection using Machine Translation - a Use Case for German Clinical Text. CoRR abs/2308.08827 (2023) - [i11]Florian Borchert, Ignacio Llorca, Roland Roller, Bert Arnrich, Matthieu-P. Schapranow:
xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization. CoRR abs/2310.11275 (2023) - 2022
- [c35]Laura Seiffe, Fares Kallel, Sebastian Möller, Babak Naderi, Roland Roller:
Subjective Text Complexity Assessment for German. LREC 2022: 707-714 - [c34]Roland Roller, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke, Bilgin Osmanodja:
An Annotated Corpus of Textual Explanations for Clinical Decision Support. LREC 2022: 2317-2326 - [c33]Lisa Raithel, Philippe Thomas, Roland Roller, Oliver Sapina, Sebastian Möller, Pierre Zweigenbaum:
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's Perspective. LREC 2022: 3637-3649 - [c32]Mariana Neves, Antonio Jimeno-Yepes, Amy Siu, Roland Roller, Philippe Thomas, Maika Vicente Navarro, Lana Yeganova, Dina Wiemann, Giorgio Maria Di Nunzio, Federica Vezzani, Christel Gérardin, Rachel Bawden, Darryl Estrada, Salvador Lima-López, Eulàlia Farré-Maduell, Martin Krallinger, Cristian Grozea, Aurélie Névéol:
Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports. WMT 2022: 694-723 - [i10]Roland Roller, Klemens Budde, Aljoscha Burchardt, Peter Dabrock, Sebastian Möller, Bilgin Osmanodja, Simon Ronicke, David Samhammer, Sven Schmeier:
When Performance is not Enough - A Multidisciplinary View on Clinical Decision Support. CoRR abs/2204.12810 (2022) - [i9]Roland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Ganesh Naik, Wiebke Duettmann, Klemens Budde:
A Medical Information Extraction Workbench to Process German Clinical Text. CoRR abs/2207.03885 (2022) - [i8]Lisa Raithel, Philippe Thomas, Roland Roller, Oliver Sapina, Sebastian Möller, Pierre Zweigenbaum:
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's Perspective. CoRR abs/2208.02031 (2022) - [i7]Iyadh Ben Cheikh Larbi, Aljoscha Burchardt, Roland Roller:
Which anonymization technique is best for which NLP task? - It depends. A Systematic Study on Clinical Text Processing. CoRR abs/2209.00262 (2022) - 2021
- [c31]Hanna Suominen, Lorraine Goeuriot, Liadh Kelly, Laura Alonso Alemany, Elias Bassani, Nicola Brew-Sam, Viviana Cotik, Darío Filippo, Gabriela González Sáez, Franco Luque, Philippe Mulhem, Gabriella Pasi, Roland Roller, Sandaru Seneviratne, Rishabh Upadhyay, Jorge Vivaldi, Marco Viviani, Chenchen Xu:
Overview of the CLEF eHealth Evaluation Lab 2021. CLEF 2021: 308-323 - [c30]Viviana Cotik, Laura Alonso Alemany, Darío Filippo, Franco Luque, Roland Roller, Jorge Vivaldi, Ammer Ayach, Fernando Carranza, Lucas Defrancesca, Antonella Dellanzo, Macarena Fernández Urquiza:
Overview of CLEF eHealth Task 1 - SpRadIE: A challenge on information extraction from Spanish Radiology Reports. CLEF (Working Notes) 2021: 732-750 - [c29]Lorraine Goeuriot, Hanna Suominen, Liadh Kelly, Laura Alonso Alemany, Nicola Brew-Sam, Viviana Cotik, Darío Filippo, Gabriela González Sáez, Franco Luque, Philippe Mulhem, Gabriella Pasi, Roland Roller, Sandaru Seneviratne, Jorge Vivaldi, Marco Viviani, Chenchen Xu:
CLEF eHealth Evaluation Lab 2021. ECIR (2) 2021: 593-600 - [c28]Lana Yeganova, Dina Wiemann, Mariana L. Neves, Federica Vezzani, Amy Siu, Inigo Jauregi Unanue, Maite Oronoz, Nancy Mah, Aurélie Névéol, David Martínez, Rachel Bawden, Giorgio Maria Di Nunzio, Roland Roller, Philippe Thomas, Cristian Grozea, Olatz Perez-de-Viñaspre, Maika Vicente Navarro, Antonio Jimeno-Yepes:
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set. WMT@EMNLP 2021: 664-683 - 2020
- [c27]Nils Rethmeier, Necip Oguz Serbetci, Sebastian Möller, Roland Roller:
EffiCare: Better Prognostic Models via Resource-Efficient Health Embeddings. AMIA 2020 - [c26]Roland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Ganesh Naik, Wiebke Duettmann, Klemens Budde:
Information Extraction Models for German Clinical Text. ICHI 2020: 1-2 - [c25]Laura Seiffe, Oliver Marten, Michael Mikhailov, Sven Schmeier, Sebastian Möller, Roland Roller:
From Witch's Shot to Music Making Bones - Resources for Medical Laymen to Technical Language and Vice Versa. LREC 2020: 6185-6192 - [c24]Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno-Yepes, Nancy Mah, David Martínez, Aurélie Névéol, Mariana L. Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova:
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. WMT@EMNLP 2020: 660-687 - [i6]Johannes Kirschnick, Philippe Thomas, Roland Roller, Leonhard Hennig:
SIA: A Scalable Interoperable Annotation Server for Biomedical Named Entities. CoRR abs/2004.03822 (2020) - [i5]Laura Seiffe, Oliver Marten, Michael Mikhailov, Sven Schmeier, Sebastian Möller, Roland Roller:
From Witch's Shot to Music Making Bones - Resources for Medical Laymen to Technical Language and Vice Versa. CoRR abs/2005.11494 (2020)
2010 – 2019
- 2019
- [c23]Gaurav Vashisth, Jan-Niklas Voigt-Antons, Michael Mikhailov, Roland Roller:
Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations. BioNLP@ACL 2019: 348-358 - [c22]Roland Roller, Gaurav Vashisth, Philippe Thomas, He Wang, Michael Mikhailov, Mark Stevenson:
Graph-KD: Exploring Relational Information for Knowledge Discovery. ISWC (Satellites) 2019: 257-260 - [p1]Ziawasch Abedjan, Nozha Boujemaa, Stuart Campbell, Patricia Casla, Supriyo Chatterjea, Sergio Consoli, Cristóbal Costa Soria, Paul Czech, Marija Despenic, Chiara Garattini, Dirk Hamelinck, Adrienne Heinrich, Wessel Kraaij, Jacek Kustra, Aizea Lojo, Marga Martin Sanchez, Miguel Angel Mayer, Matteo Melideo, Ernestina Menasalvas, Frank Møller Aarestrup, Elvira Narro Artigot, Milan Petkovic, Diego Reforgiato Recupero, Alejandro Rodríguez González, Gisele Roesems Kerremans, Roland Roller, Mário Romão, Stefan Rüping, Felix Sasaki, Wouter Spek, Nenad Stojanovic, Jack Thoms, Andrejs Vasiljevs, Wilfried Verachtert, Roel Wuyts:
Data Science in Healthcare: Benefits, Challenges and Opportunities. Data Science for Healthcare 2019: 3-38 - 2018
- [j1]Johannes Kirschnick, Philippe Thomas, Roland Roller, Leonhard Hennig:
SIA: a scalable interoperable annotation server for biomedical named entities. J. Cheminformatics 10(1): 63:1-63:7 (2018) - [c21]Elif Kara, Tatjana Zeen, Aleksandra Gabryszak, Klemens Budde, Danilo Schmidt, Roland Roller:
A Domain-adapted Dependency Parser for German Clinical Text. KONVENS 2018: 12-17 - [c20]Roland Roller, Philippe Thomas, Sven Schmeier:
Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018. SMM4H@EMNLP 2018: 1-4 - [i4]Roland Roller, Madeleine Kittner, Dirk Weissenborn, Ulf Leser:
Cross-lingual Candidate Search for Biomedical Concept Normalization. CoRR abs/1805.01646 (2018) - [i3]Roland Roller, Philippe Thomas, Sven Schmeier:
Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018. CoRR abs/1811.03809 (2018) - 2017
- [c19]Jurica Seva, Madeleine Kittner, Roland Roller, Ulf Leser:
Multi-lingual ICD-10 Coding using a Hybrid rule-based and Supervised Classification Approach at CLEF eHealth 2017. CLEF (Working Notes) 2017 - [c18]Roland Roller, Nils Rethmeier, Philippe Thomas, Marc Hübner, Hans Uszkoreit, Oliver Staeck, Klemens Budde, Fabian Halleck, Danilo Schmidt:
Detecting Named Entities and Relations in German Clinical Reports. GSCL 2017: 146-154 - [c17]Viviana Cotik, Darío Filippo, Roland Roller, Hans Uszkoreit, Feiyu Xu:
Annotation of Entities and Relations in Spanish Radiology Reports. RANLP 2017: 177-184 - [c16]Antonio Jimeno-Yepes, Aurélie Névéol, Mariana L. Neves, Karin Verspoor, Ondrej Bojar, Arthur Boyer, Cristian Grozea, Barry Haddow, Madeleine Kittner, Yvonne Lichtblau, Pavel Pecina, Roland Roller, Rudolf Rosa, Amy Siu, Philippe Thomas, Saskia Trescher:
Findings of the WMT 2017 Biomedical Translation Shared Task. WMT 2017: 234-247 - [i2]Viviana Cotik, Darío Filippo, Roland Roller, Hans Uszkoreit, Feiyu Xu:
Creation of an Annotated Corpus of Spanish Radiology Reports. CoRR abs/1710.11154 (2017) - 2016
- [c15]Roland Roller, Hans Uszkoreit, Feiyu Xu, Laura Seiffe, Michael Mikhailov, Oliver Staeck, Klemens Budde, Fabian Halleck, Danilo Schmidt:
A fine-grained corpus annotation schema of German nephrology records. ClinicalNLP@COLING 2016 2016: 69-77 - [c14]Viviana Cotik, Roland Roller, Feiyu Xu, Hans Uszkoreit, Klemens Budde, Danilo Schmidt:
Negation Detection in Clinical Reports Written in German. BioTxtM@COLING 2016 2016: 115-124 - [c13]Dirk Weissenborn, Roland Roller, Feiyu Xu, Hans Uszkoreit, Enrique Garcia Perez:
A Light-weight & Robust System for Clinical Concept Disambiguation. SMBM 2016: 85-89 - 2015
- [c12]Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson:
Improving distant supervision using inference learning. ACL (2) 2015: 273-278 - [c11]Roland Roller, Mark Stevenson:
Held-out versus Gold Standard: Comparison of Evaluation Strategies for Distantly Supervised Relation Extraction from Medline abstracts. Louhi@EMNLP 2015: 97-102 - [c10]Roland Roller, Mark Stevenson:
Making the most of limited training data using distant supervision. BioNLP@IJCNLP 2015: 12-20 - [i1]Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson:
Improving distant supervision using inference learning. CoRR abs/1509.03739 (2015) - 2014
- [c9]Roland Roller, Mark Stevenson:
Applying UMLS for Distantly Supervised Relation Detection. Louhi@EACL 2014: 80-84 - [c8]Roland Roller, Mark Stevenson:
Self-supervised Relation Extraction Using UMLS. CLEF 2014: 116-127 - 2013
- [c7]Roland Roller, Mark Stevenson:
Identification of Genia Events using Multiple Classifiers. BioNLP@ACL (Shared Task) 2013: 125-129 - 2012
- [c6]Tatjana Scheffler, Roland Roller, Florian Kretzschmar, Sebastian Möller, Norbert Reithinger:
Natural vs. Synthesized Speech in Spoken Dialog Systems Research ?? Comparing the Performance of Recognition Results. ITG Conference on Speech Communication 2012: 1-4 - [c5]Roland Roller, Shinji Watanabe, Tomoharu Iwata:
Effect of dialog acts on word use in polylogue. ICASSP 2012: 4969-4972 - 2011
- [c4]Tatjana Scheffler, Roland Roller, Norbert Reithinger:
SpeechEval: A Domain-Independent User Simulation Platform for Spoken Dialog System Evaluation. IWSDS 2011: 295-300 - [c3]Roland Roller, Tatjana Scheffler, Norbert Reithinger:
Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems. KI 2011: 272-276 - 2010
- [c2]Jana Götze, Tatjana Scheffler, Roland Roller, Norbert Reithinger:
User simulation for the evaluation of bus information systems. SLT 2010: 454-459
2000 – 2009
- 2009
- [c1]Tatjana Scheffler, Roland Roller, Norbert Reithinger:
Semi-automatic Creation of Resources for Spoken Dialog Systems. KI 2009: 209-216
Coauthor Index
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