TY - GEN
T1 - The NTNU System at SemEval-2017 Task 10
T2 - 11th International Workshop on Semantic Evaluations, SemEval 2017, co-located with the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017
AU - Lee, Lung Hao
AU - Lee, Kuei Ching
AU - Tseng, Yuen Hsien
N1 - Funding Information:
This study was partially supported by the Ministry of Science and Technology, under the grant MOST 105-2221-E-003-020-MY2 and the “Aim for the Top University Project” and “Center of Learning Technology for Chinese” of National Taiwan Normal University, sponsored by the Ministry of Education, Taiwan.
Publisher Copyright:
© 2017 Association for Computational Linguistics
PY - 2017
Y1 - 2017
N2 - This study describes the design of the NTNU system for the ScienceIE task at the SemEval 2017 workshop. We use self-defined feature templates and multiple conditional random fields with extracted features to identify keyphrases along with categorized labels and their relations from scientific publications. A total of 16 teams participated in evaluation scenario 1 (subtasks A, B, and C), with only 7 teams competing in all subtasks. Our best micro-averaging F1 across the three subtasks is 0.23, ranking in the middle among all 16 submissions.
AB - This study describes the design of the NTNU system for the ScienceIE task at the SemEval 2017 workshop. We use self-defined feature templates and multiple conditional random fields with extracted features to identify keyphrases along with categorized labels and their relations from scientific publications. A total of 16 teams participated in evaluation scenario 1 (subtasks A, B, and C), with only 7 teams competing in all subtasks. Our best micro-averaging F1 across the three subtasks is 0.23, ranking in the middle among all 16 submissions.
UR - http://www.scopus.com/inward/record.url?scp=85105474492&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85105474492&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85105474492
T3 - Proceedings of the Annual Meeting of the Association for Computational Linguistics
SP - 951
EP - 955
BT - ACL 2017 - 11th International Workshop on Semantic Evaluations, SemEval 2017, Proceedings of the Workshop
PB - Association for Computational Linguistics (ACL)
Y2 - 3 August 2017 through 4 August 2017
ER -