1 code implementation • CCL 2022 • Mucheng Ren, Heyan Huang, Yuxiang Zhou, Qianwen Cao, Yuan Bu, Yang Gao
Therefore, in this paper, we focus on the core task of the TCM diagnosis and treatment system -- syndrome differentiation (SD) -- and we introduce the first public large-scale dataset for SD, called TCM-SD.
no code implementations • 17 Mar 2022 • Jiawei Li, Mucheng Ren, Yang Gao, Yizhe Yang
Specifically, we carefully design an end-to-end QG module on the basis of a classical QA module, which could help the model understand the context by asking inherently logical sub-questions, thus inheriting interpretability from the QD-based method and showing superior performance.
no code implementations • Findings (ACL) 2021 • Mucheng Ren, Heyan Huang, Yang Gao
Qualitative relationships illustrate how changing one property (e. g., moving velocity) affects another (e. g., kinetic energy) and constitutes a considerable portion of textual knowledge.
1 code implementation • EMNLP 2020 • Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang
We focus on the task of reasoning over paragraph effects in situation, which requires a model to understand the cause and effect described in a background paragraph, and apply the knowledge to a novel situation.