%0 Conference Proceedings %T LIMSI-COT at SemEval-2016 task 12: Temporal relation identification using a pipeline of classifiers %+ Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur (LIMSI) %+ Département Intelligence Ambiante et Systèmes Interactifs (DIASI) %A Tourille, J. %A Névéol, Aurélie %A Ferret, Olivier %A Tannier, Xavier %Z Conference of 10th International Workshop on Semantic Evaluation, SemEval 2016 ; Conference Date: 16 June 2016 Through 17 June 2016; Conference Code:131705 %< avec comité de lecture %B 10th International Workshop on Semantic Evaluation, SemEval 2016 %C San Diego, United States %I Association for Computational Linguistics (ACL) %P 1136-1142 %8 2016-06-16 %D 2016 %K Embeddings %K Gold standards %K Semantics %K Temporal relation %K Temporal reasoning %K Subtasks %K Relation extraction %K Lexical features %Z Humanities and Social Sciences/Library and information sciences/domain_shs.info.autrConference papers %X SemEval 2016 Task 12 addresses temporal reasoning in the clinical domain. In this paper, we present our participation for relation extraction based on gold standard entities (subtasks DR and CR). We used a supervised approach comparing plain lexical features to word embeddings for temporal relation identification, and obtained above-median scores. %G English %L cea-01843187 %U https://cea.hal.science/cea-01843187 %~ SHS %~ CEA %~ CNRS %~ UNIV-PSUD %~ LIMSI %~ DRT %~ SIC %~ CEA-UPSAY %~ UNIV-PARIS-SACLAY %~ UNIV-PSUD-SACLAY %~ CEA-UPSAY-SACLAY %~ LIST %~ SORBONNE-UNIVERSITE %~ SU-INF-2018 %~ LISN %~ GS-ENGINEERING %~ GS-COMPUTER-SCIENCE %~ COMUE-UPSACLAY %~ ALLIANCE-SU