Jiazheng Zhu

Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension

Machine Reading Comprehension (MRC) is to answer questions based on a given passage, which has made great achievements using pre-trained Language Models (LMs). We study the robustness of MRC models to names which is flexible and repeatability. MRC models based on LMs may overuse the name information…