TY - GEN
T1 - M2L at SemEval-2016 task 8
T2 - 10th International Workshop on Semantic Evaluation, SemEval 2016
AU - Puzikov, Yevgeniy
AU - Kawahara, Daisuke
AU - Kurohashi, Sadao
N1 - Funding Information:
We thank the anonymous reviewers for their insightful comments and suggestions. The first author is supported by a Japanese Government (MEXT) research scholarship.
Publisher Copyright:
© 2016 Association for Computational Linguistics.
PY - 2016
Y1 - 2016
N2 - This paper describes our contribution to the SemEval 2016 Workshop. We participated in the Shared Task 8 on Meaning Representation parsing using a transition-based approach, which builds upon the system of Wang et al. (2015a) and Wang et al. (2015b), with additions that utilize a Feedforward Neural Network classifier and an enriched feature set. We observed that exploiting Neural Networks in Meaning Representation parsing is challenging and we could not benefit from it, while the feature enhancements yielded an improved performance over the baseline model.
AB - This paper describes our contribution to the SemEval 2016 Workshop. We participated in the Shared Task 8 on Meaning Representation parsing using a transition-based approach, which builds upon the system of Wang et al. (2015a) and Wang et al. (2015b), with additions that utilize a Feedforward Neural Network classifier and an enriched feature set. We observed that exploiting Neural Networks in Meaning Representation parsing is challenging and we could not benefit from it, while the feature enhancements yielded an improved performance over the baseline model.
UR - http://www.scopus.com/inward/record.url?scp=85035780563&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85035780563&partnerID=8YFLogxK
U2 - 10.18653/v1/s16-1178
DO - 10.18653/v1/s16-1178
M3 - Conference contribution
AN - SCOPUS:85035780563
T3 - SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings
SP - 1154
EP - 1159
BT - SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings
PB - Association for Computational Linguistics (ACL)
Y2 - 16 June 2016 through 17 June 2016
ER -