@inproceedings{wang-etal-2022-subeventwriter,
title = "{S}ubevent{W}riter: Iterative Sub-event Sequence Generation with Coherence Controller",
author = "Wang, Zhaowei and
Zhang, Hongming and
Fang, Tianqing and
Song, Yangqiu and
Wong, Ginny and
See, Simon",
editor = "Goldberg, Yoav and
Kozareva, Zornitsa and
Zhang, Yue",
booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2022",
address = "Abu Dhabi, United Arab Emirates",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.emnlp-main.103",
doi = "10.18653/v1/2022.emnlp-main.103",
pages = "1590--1604",
abstract = "In this paper, we propose a new task of sub-event generation for an unseen process to evaluate the understanding of the coherence of sub-event actions and objects. To solve the problem, we design SubeventWriter, a sub-event sequence generation framework with a coherence controller. Given an unseen process, the framework can iteratively construct the sub-event sequence by generating one sub-event at each iteration. We also design a very effective coherence controller to decode more coherent sub-events. As our extensive experiments and analysis indicate, SubeventWriter can generate more reliable and meaningful sub-event sequences for unseen processes.",
}
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<abstract>In this paper, we propose a new task of sub-event generation for an unseen process to evaluate the understanding of the coherence of sub-event actions and objects. To solve the problem, we design SubeventWriter, a sub-event sequence generation framework with a coherence controller. Given an unseen process, the framework can iteratively construct the sub-event sequence by generating one sub-event at each iteration. We also design a very effective coherence controller to decode more coherent sub-events. As our extensive experiments and analysis indicate, SubeventWriter can generate more reliable and meaningful sub-event sequences for unseen processes.</abstract>
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%0 Conference Proceedings
%T SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller
%A Wang, Zhaowei
%A Zhang, Hongming
%A Fang, Tianqing
%A Song, Yangqiu
%A Wong, Ginny
%A See, Simon
%Y Goldberg, Yoav
%Y Kozareva, Zornitsa
%Y Zhang, Yue
%S Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
%D 2022
%8 December
%I Association for Computational Linguistics
%C Abu Dhabi, United Arab Emirates
%F wang-etal-2022-subeventwriter
%X In this paper, we propose a new task of sub-event generation for an unseen process to evaluate the understanding of the coherence of sub-event actions and objects. To solve the problem, we design SubeventWriter, a sub-event sequence generation framework with a coherence controller. Given an unseen process, the framework can iteratively construct the sub-event sequence by generating one sub-event at each iteration. We also design a very effective coherence controller to decode more coherent sub-events. As our extensive experiments and analysis indicate, SubeventWriter can generate more reliable and meaningful sub-event sequences for unseen processes.
%R 10.18653/v1/2022.emnlp-main.103
%U https://aclanthology.org/2022.emnlp-main.103
%U https://doi.org/10.18653/v1/2022.emnlp-main.103
%P 1590-1604
Markdown (Informal)
[SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller](https://aclanthology.org/2022.emnlp-main.103) (Wang et al., EMNLP 2022)
ACL