M
Marie-Francine Moens
Researcher at Katholieke Universiteit Leuven
Publications - 410
Citations - 8987
Marie-Francine Moens is an academic researcher from Katholieke Universiteit Leuven. The author has contributed to research in topics: Information extraction & Language model. The author has an hindex of 45, co-authored 393 publications receiving 7779 citations. Previous affiliations of Marie-Francine Moens include Brandeis University & University of Copenhagen Faculty of Science.
Papers
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Proceedings ArticleDOI
KULeuven-LIIR at SemEval 2016 Task 12: Detecting Narrative Containment in Clinical Records
TL;DR: The KULeuvenLIIR system at the Clinical TempEval 2016 Shared Task for the narrative container relation sub-task (CR) is described and an error analysis of the submitted system is provided.
Book ChapterDOI
LSTM for Dialogue Breakdown Detection: Exploration of Different Model Types and Word Embeddings
TL;DR: In this paper, a multinomial sequence classifier for dialogue breakdown detection was proposed, and the best performing model was selected and compared with the best model and with the majority baseline from the previous challenge.
Proceedings ArticleDOI
KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records
TL;DR: The authors' system performed above average for all subtasks in both phases of Clinical TempEval 2017, using a combination of Support Vector Machines (SVM) for event and temporal expression detection, and a structured perceptron for extracting temporal relations.
Proceedings ArticleDOI
Generating Continuous Representations of Medical Texts
TL;DR: In this article, an adversarially regularized autoencoder is used to generate medical text in both an unconditional and conditional setting, which is applicable to medical texts which often contain syntactic and domain-specific shorthands.