9 citations · 17 across the 3 of their papers we have counts for
3 papers
cs.CL2020★ 4 cited
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction
Yilin Niu, Fangkai Jiao, Mantong Zhou +3
Neural models have achieved great success on machine reading comprehension (MRC), many of which typically consist of two components: an evidence extractor and an answer predictor.…
cs.CL2020★ 9 cited
Knowledge-Aided Open-Domain Question Answering
Mantong Zhou, Zhouxing Shi, Minlie Huang +1
Open-domain question answering (QA) aims to find the answer to a question from a large collection of documents.Though many models for single-document machine comprehension have ach…
cs.CL2019★ 4 cited
Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
In spite of great advancements of machine reading comprehension (RC), existing RC models are still vulnerable and not robust to different types of adversarial examples. Neural mode…