TY - GEN
T1 - Sequential graph dependency parser
AU - Welleck, Sean
AU - Cho, Kyunghyun
N1 - Publisher Copyright:
© 2019 Association for Computational Linguistics (ACL). All rights reserved.
PY - 2019
Y1 - 2019
N2 - We propose a method for non-projective dependency parsing by incrementally predicting a set of edges. Since the edges do not have a pre-specified order, we propose a set-based learning method. Our method blends graph, transition, and easy-first parsing, including a prior state of the parser as a special case. The proposed transition-based method successfully parses near the state of the art on both projective and non-projective languages, without assuming a certain parsing order.
AB - We propose a method for non-projective dependency parsing by incrementally predicting a set of edges. Since the edges do not have a pre-specified order, we propose a set-based learning method. Our method blends graph, transition, and easy-first parsing, including a prior state of the parser as a special case. The proposed transition-based method successfully parses near the state of the art on both projective and non-projective languages, without assuming a certain parsing order.
UR - http://www.scopus.com/inward/record.url?scp=85076474040&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85076474040&partnerID=8YFLogxK
U2 - 10.26615/978-954-452-056-4_153
DO - 10.26615/978-954-452-056-4_153
M3 - Conference contribution
AN - SCOPUS:85076474040
T3 - International Conference Recent Advances in Natural Language Processing, RANLP
SP - 1338
EP - 1345
BT - International Conference on Recent Advances in Natural Language Processing in a Deep Learning World, RANLP 2019 - Proceedings
A2 - Angelova, Galia
A2 - Mitkov, Ruslan
A2 - Nikolova, Ivelina
A2 - Temnikova, Irina
A2 - Temnikova, Irina
PB - Incoma Ltd
T2 - 12th International Conference on Recent Advances in Natural Language Processing, RANLP 2019
Y2 - 2 September 2019 through 4 September 2019
ER -