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

2017-08-01 · SEMEVAL 2017 8 · Julien Tourille, Olivier Ferret, Xavier Tannier, Aur{\'e}lie N{\'e}v{\'e}ol

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.

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Tasks

Domain AdaptationEntity Extraction using GANRelationRelation ExtractionTemporal Information ExtractionTemporal Relation Extraction

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