TY - GEN
T1 - RESIN
T2 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021
AU - Wen, Haoyang
AU - Lin, Ying
AU - Lai, Tuan Manh
AU - Pan, Xiaoman
AU - Li, Sha
AU - Lin, Xudong
AU - Zhou, Ben
AU - Li, Manling
AU - Wang, Haoyu
AU - Zhang, Hongming
AU - Yu, Xiaodong
AU - Dong, Alexander
AU - Wang, Zhenhailong
AU - Fung, Yi Ren
AU - Mishra, Piyush
AU - Lyu, Qing
AU - Surís, Dídac
AU - Chen, Brian
AU - Brown, Susan Windisch
AU - Palmer, Martha
AU - Callison-Burch, Chris
AU - Vondrick, Carl
AU - Han, Jiawei
AU - Roth, Dan
AU - Chang, Shih Fu
AU - Ji, Heng
N1 - Publisher Copyright:
© 2021 Association for Computational Linguistics.
PY - 2021
Y1 - 2021
N2 - We present a new information extraction system that can automatically construct temporal event graphs from a collection of news documents from multiple sources, multiple languages (English and Spanish for our experiment), and multiple data modalities (speech, text, image and video). The system advances state-of-the-art from two aspects: (1) extending from sentence-level event extraction to cross-document cross-lingual cross-media event extraction, coreference resolution and temporal event tracking; (2) using human curated event schema library to match and enhance the extraction output. We have made the dockerlized system publicly available for research purpose at GitHub, with a demo video.
AB - We present a new information extraction system that can automatically construct temporal event graphs from a collection of news documents from multiple sources, multiple languages (English and Spanish for our experiment), and multiple data modalities (speech, text, image and video). The system advances state-of-the-art from two aspects: (1) extending from sentence-level event extraction to cross-document cross-lingual cross-media event extraction, coreference resolution and temporal event tracking; (2) using human curated event schema library to match and enhance the extraction output. We have made the dockerlized system publicly available for research purpose at GitHub, with a demo video.
UR - http://www.scopus.com/inward/record.url?scp=85108521203&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85108521203&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85108521203
T3 - NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations
SP - 133
EP - 143
BT - NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics
PB - Association for Computational Linguistics (ACL)
Y2 - 6 June 2021 through 11 June 2021
ER -