LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives

Julien Tourille (1, 2) , Olivier Ferret (3) , Xavier Tannier (2, 1) , Aurélie Névéol (1, 2)

1 LIMSI - Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur
2 Université Paris-Saclay
3 DIASI - Département Intelligence Ambiante et Systèmes Interactifs

In this paper we present our participation to SemEval 2017 Task 12. We used a neural network based approach for entity and temporal relation extraction, and experimented with two domain adaptation strategies. We achieved competitive performance for both tasks

Domains: Information Retrieval [cs.IR]; Document and Text Processing

Julien Tourille, Olivier Ferret, Xavier Tannier, Aurélie Névéol. LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives. 11th International Workshop on Semantic Evaluation (SemEval-2017), Aug 2017, Vancouver, Canada. pp.597-602. ⟨cea-01857879⟩