TY - GEN
T1 - ECNU at SemEval-2018 Task 12
T2 - 12th International Workshop on Semantic Evaluation, SemEval 2018, co-located with the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2018
AU - Tian, Junfeng
AU - Lan, Man
AU - Wu, Yuanbin
N1 - Publisher Copyright:
© 2018 Association for Computational Linguistics
PY - 2018
Y1 - 2018
N2 - This paper presents our submissions to SemEval 2018 Task 12: the Argument Reasoning Comprehension Task. We investigate an end-to-end attention-based neural network to represent the two lexically close candidate warrants. On the one hand, we extract their different parts as attention vectors to obtain distinguishable representations. On the other hand, we use their surrounds (i.e., claim, reason, debate context) as another attention vectors to get contextual representations, which work as final clues to select the correct warrant. Our model achieves 60.4% accuracy and ranks 3rd among 22 participating systems.
AB - This paper presents our submissions to SemEval 2018 Task 12: the Argument Reasoning Comprehension Task. We investigate an end-to-end attention-based neural network to represent the two lexically close candidate warrants. On the one hand, we extract their different parts as attention vectors to obtain distinguishable representations. On the other hand, we use their surrounds (i.e., claim, reason, debate context) as another attention vectors to get contextual representations, which work as final clues to select the correct warrant. Our model achieves 60.4% accuracy and ranks 3rd among 22 participating systems.
UR - https://www.scopus.com/pages/publications/85096580748
U2 - 10.18653/v1/s18-1184
DO - 10.18653/v1/s18-1184
M3 - 会议稿件
AN - SCOPUS:85096580748
T3 - NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop
SP - 1094
EP - 1098
BT - NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop
A2 - Apidianaki, Marianna
A2 - Apidianaki, Marianna
A2 - Mohammad, Saif M.
A2 - May, Jonathan
A2 - Shutova, Ekaterina
A2 - Bethard, Steven
A2 - Carpuat, Marine
PB - Association for Computational Linguistics (ACL)
Y2 - 5 June 2018 through 6 June 2018
ER -