TY - GEN
T1 - Two end-to-end shallow discourse parsers for English and Chinese in CoNLL-2016 shared task
AU - Wang, Jianxiang
AU - Lan, Man
N1 - Publisher Copyright:
© 2016 Association for Computational Linguistics.
PY - 2016
Y1 - 2016
N2 - This paper describes our two discourse parsers (i.e., English discourse parser and Chinese discourse parser) for submission to CoNLL-2016 shared task on Shallow Discourse Parsing. For English discourse parser, we build two separate argument extractors for single sentence (SS) case, and adopt a convolutional neural network for Non-Explicit sense classification based on (Wang and Lan, 2015b)’s work. As for Chinese discourse parser, we build a pipeline system following the annotation procedure of Chinese Discourse Treebank in (Zhou and Xue, 2015). Our English discourse parser achieves better performance than the best system of CoNLL-2015 and the Chinese discourse parser achieves encouraging results. Our two parsers both rank second on the blind datasets.
AB - This paper describes our two discourse parsers (i.e., English discourse parser and Chinese discourse parser) for submission to CoNLL-2016 shared task on Shallow Discourse Parsing. For English discourse parser, we build two separate argument extractors for single sentence (SS) case, and adopt a convolutional neural network for Non-Explicit sense classification based on (Wang and Lan, 2015b)’s work. As for Chinese discourse parser, we build a pipeline system following the annotation procedure of Chinese Discourse Treebank in (Zhou and Xue, 2015). Our English discourse parser achieves better performance than the best system of CoNLL-2015 and the Chinese discourse parser achieves encouraging results. Our two parsers both rank second on the blind datasets.
UR - https://www.scopus.com/pages/publications/85072752708
U2 - 10.18653/v1/k16-2004
DO - 10.18653/v1/k16-2004
M3 - 会议稿件
AN - SCOPUS:85072752708
T3 - Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, CoNLL 2016
SP - 33
EP - 40
BT - Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning
PB - Association for Computational Linguistics (ACL)
T2 - 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, CoNLL 2016
Y2 - 7 August 2016 through 12 August 2016
ER -