Wir sind Österreichs Forschungszentrum für Data-driven Business & Big Data Analytics.
Wir
machen
unsere
Kompetenzen
und
Innovationen
nach
Außen
hin
sichtbar.
Publikationen
Hier finden Sie von Know-Center MitarbeiterInnen verfasste wissenschaftliche Publikationen
2017
Kern Roman, Falk Stefan, Rexha Andi
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator
Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017), Isabelle Augenstein, Mrinal Das, Sebastian Riedel, Lakshmi Vikraman, Andrew McCallum, ACL, Vancouver, Canada, 2017
Konferenz
This paper describes our participation inSemEval-2017 Task 10, named ScienceIE(Machine Reading for Scientist). We competedin Subtask 1 and 2 which consist respectivelyin identifying all the key phrasesin scientific publications and label them withone of the three categories: Task, Process,and Material. These scientific publicationsare selected from Computer Science, MaterialSciences, and Physics domains. We followeda supervised approach for both subtasksby using a sequential classifier (CRF - ConditionalRandom Fields). For generating oursolution we used a web-based application implementedin the EU-funded research project,named CODE. Our system achieved an F1score of 0.39 for the Subtask 1 and 0.28 forthe Subtask 2.
