event factuality
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2021 ◽  
Author(s):  
Pengfei Cao ◽  
Yubo Chen ◽  
Yuqing Yang ◽  
Kang Liu ◽  
Jun Zhao

2021 ◽  
pp. 414-425
Author(s):  
Heng Zhang ◽  
Zhong Qian ◽  
Xiaoxu Zhu ◽  
Peifeng Li

2021 ◽  
Vol 9 ◽  
pp. 1081-1097
Author(s):  
Nanjiang Jiang ◽  
Marie-Catherine de Marneffe

Abstract We investigate how well BERT performs on predicting factuality in several existing English datasets, encompassing various linguistic constructions. Although BERT obtains a strong performance on most datasets, it does so by exploiting common surface patterns that correlate with certain factuality labels, and it fails on instances where pragmatic reasoning is necessary. Contrary to what the high performance suggests, we are still far from having a robust system for factuality prediction.


Author(s):  
Rongtao Huang ◽  
Bowei Zou ◽  
Hongling Wang ◽  
Peifeng Li ◽  
Guodong Zhou
Keyword(s):  

Author(s):  
Jiaxuan Sheng ◽  
Bowei Zou ◽  
Zhengxian Gong ◽  
Yu Hong ◽  
Guodong Zhou
Keyword(s):  

2019 ◽  
Author(s):  
Zhong Qian ◽  
Peifeng Li ◽  
Qiaoming Zhu ◽  
Guodong Zhou

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