I'm a researcher at CEC. My research interests include, in a very broad sense, machine learning and applications thereof. My academic background is in computer science. For publications and further information please visit my personal website or Google scholar profile.
Publications
Displaying of publications. Sorted by year, then title.
Machine learning for early prediction of acute myocardial infarction or death in acute chest pain patients using electrocardiogram and blood tests at presentation
Pontus Olsson de Capretz, Anders Björkelund, Jonas Björk, Mattias Ohlsson, Arash Mokhtari, et al.
(2023) BMC Medical Informatics and Decision Making, 23
Journal articleDelayed traumatic intracranial haemorrhage : The prevalence is very low in patients on oral anticoagulation
Lars André, Anders Björkelund, Ulf Ekelund, Tomas Vedin, Jonas Björk, et al.
(2022)
PosterCharacteristics and severe outcomes of patients presenting to the Emergency Department with dizziness
Donika Haziri, Anders Björkelund, Ulf Ekelund, Jonas Björk, Mattias Ohlsson, et al.
(2022)
PosterMachine learning compared with rule-in/rule-out algorithms and logistic regression to predict acute myocardial infarction based on troponin T concentrations
Anders Björkelund, Mattias Ohlsson, Jakob Lundager Forberg, Arash Mokhtari, Pontus Olsson de Capretz, et al.
(2021) Journal of the American college of emergency physicians open, 2
Journal articleIMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks
Anders Björkelund, Agnieszka Falenska, Xiang Yu, Jonas Kuhn
(2017) Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies , p.40-51
Conference paperHow to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire Documents
Anders Björkelund, Agnieszka Faleska, Wolfgang Seeker, Jonas Kuhn
(2016) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , p.1924-1934
Conference paperStacking or Supertagging for Dependency Parsing -- What's the Difference?
Agnieszka Faleska, Anders Björkelund, Çetino Özlem, Wolfgang Seeker
(2015) Proceedings of the 14th International Conference on Parsing Technologies , p.118-129
Conference paperNon-Deterministic Oracles for Unrestricted Non-Projective Transition-Based Dependency Parsing
Anders Björkelund, Joakim Nivre
(2015) Proceedings of the 14th International Conference on Parsing Technologies , p.76-86
Conference paperIntroducing the IMS-Wroclaw-Szeged-CIS entry at the SPMRL 2014 Shared Task: Reranking and Morpho-syntax meet Unlabeled Data
Anders Björkelund, Çetino Özlem, Agnieszka Faleska, Richárd Farkas, Thomas Mueller, et al.
(2014) Proceedings of the First Joint Workshop on Statistical Parsing of Morphologically Rich Languages and Syntactic Analysis of Non-Canonical Languages , p.97-102
Conference paperVisualization, Search, and Error Analysis for Coreference Annotations
Markus Gärtner, Anders Björkelund, Gregor Thiele, Wolfgang Seeker, Jonas Kuhn
(2014) Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations , p.7-12
Conference paperLearning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features
Anders Björkelund, Jonas Kuhn
(2014) Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , p.47-57
Conference paperThe Extended DIRNDL Corpus as a Resource for Coreference and Bridging Resolution
Anders Björkelund, Kerstin Eckart, Arndt Riester, Nadja Schauffler, Katrin Schweitzer
(2014) Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) , p.3222-3228
Conference paperA Graphical Interface for Automatic Error Mining in Corpora
Gregor Thiele, Wolfgang Seeker, Markus Gärtner, Anders Björkelund, Jonas Kuhn
(2014) Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics , p.57-60
Conference paper(Re)ranking Meets Morphosyntax: State-of-the-art Results from the SPMRL 2013 Shared Task
Anders Björkelund, Özlem Cetinoglu, Richárd Farkas, Thomas Mueller, Wolfgang Seeker
(2013) Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages , p.135-145
Conference paperTowards Robust Linguistic Analysis using OntoNotes
Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Hwee Tou Ng, Anders Björkelund, et al.
(2013) Proceedings of the Seventeenth Conference on Computational Natural Language Learning , p.143-152
Conference paperICARUS -- An Extensible Graphical Search Tool for Dependency Treebanks
Markus Gärtner, Gregor Thiele, Wolfgang Seeker, Anders Björkelund, Jonas Kuhn
(2013) Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics : System Demonstrations , p.55-60
Conference paperComparing Non-projective Strategies for Labeled Graph-Based Dependency Parsing
Anders Björkelund, Jonas Kuhn
(2012) Proceedings of COLING 2012: Posters , p.135-144
Conference paperPhrase Structures and Dependencies for End-to-End Coreference Resolution
Anders Björkelund, Jonas Kuhn
(2012) Proceedings of COLING 2012: Posters , p.145-154
Conference paperGenerating Non-Projective Word Order in Statistical Linearization
Bernd Bohnet, Anders Björkelund, Jonas Kuhn, Wolfgang Seeker, Sina Zarriess
(2012) EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning , p.928-939
Conference paperData-driven Multilingual Coreference Resolution using Resolver Stacking
Anders Björkelund, Richárd Farkas
(2012) Joint Conference on EMNLP and CoNLL - Shared Task , p.49-55
Conference paperKnowledge for Intelligent Industrial Robots
Anders Björkelund, Herman Bruyninckx, Jacek Malec, Klas Nilsson, Pierre Nugues
(2012) AAAI Technical Report SS-12-02, Designing Intelligent Robots: Reintegrating AI, SS-12-02
Conference paperKnowledge and Skill Representations for Robotized Production
Anders Björkelund, Jacek Malec, Klas Nilsson, Pierre Nugues
(2011) Proceedings of the 18th IFAC World Congress, 2011 , p.8999-9004
Conference paperOn the Integration of Skilled Robot Motions for Productivity in Manufacturing
Anders Björkelund, Lisett Edström, Mathias Haage, Jacek Malec, Klas Nilsson, et al.
(2011) IEEE International Symposium on Assembly and Manufacturing (ISAM), 2011 , p.1-9
Conference paperExploring Lexicalized Features for Coreference Resolution
Anders Björkelund, Pierre Nugues
(2011) CoNLL 2011 - 15th Conference on Computational Natural Language Learning: Shared Task, Proceedings , p.45-50
Conference paperA high-performance syntactic and semantic dependency parser
Anders Björkelund, Bernd Bohnet, Love Hafdell, Pierre Nugues
(2010) [Host publication title missing] , p.33-36
Conference paperA knowledge integration framework for robotics
Jacob Persson, Axel Gallois, Anders Björkelund, Love Hafdell, Mathias Haage, et al.
(2010) ISR/ROBOTIK 2010 : Proceedings for the joint conference of ISR 2010 (41st International Symposium on Robotics) and ROBOTIK 2010 (6th German Conference on Robotics)
Conference paperMultilingual semantic role labeling
Anders Björkelund, Love Hafdell, Pierre Nugues
(2009) Proceedings of The Thirteenth Conference on Computational Natural Language Learning (CoNLL-2009) , p.43-48
Conference paper