1 code implementation • ACL 2022 • Xiao Li, Gong Cheng, Ziheng Chen, Yawei Sun, Yuzhong Qu
Recent machine reading comprehension datasets such as ReClor and LogiQA require performing logical reasoning over text.
1 code implementation • 14 Jan 2021 • Xiao Li, Yawei Sun, Gong Cheng
To solve the task, we extend state-of-the-art MRC methods with TTGen, a novel table-to-text generator.
1 code implementation • COLING 2020 • Heng Gong, Yawei Sun, Xiaocheng Feng, Bing Qin, Wei Bi, Xiaojiang Liu, Ting Liu
Although neural table-to-text models have achieved remarkable progress with the help of large-scale datasets, they suffer insufficient learning problem with limited training data.
1 code implementation • 31 Mar 2020 • Yawei Sun, Lingling Zhang, Gong Cheng, Yuzhong Qu
This dedicated coarse-grained formalism with a BERT-based parsing algorithm helps to improve the accuracy of the downstream fine-grained semantic parsing.
1 code implementation • 24 Feb 2020 • Xiaocheng Feng, Yawei Sun, Bing Qin, Heng Gong, Yibo Sun, Wei Bi, Xiaojiang Liu, Ting Liu
In this paper, we focus on a new practical task, document-scale text content manipulation, which is the opposite of text style transfer and aims to preserve text styles while altering the content.
no code implementations • COLING 2018 • Yawei Sun, Gong Cheng, Yuzhong Qu
Complex questions in reading comprehension tasks require integrating information from multiple sentences.