A survey on machine reading comprehension systems

R Baradaran, R Ghiasi, H Amirkhani - Natural Language Engineering, 2022 - cambridge.org
Machine Reading Comprehension (MRC) is a challenging task and hot topic in Natural
Language Processing. The goal of this field is to develop systems for answering the …

Self-training for jointly learning to ask and answer questions

M Sachan, E **ng - Proceedings of the 2018 Conference of the …, 2018 - aclanthology.org
Building curious machines that can answer as well as ask questions is an important
challenge for AI. The two tasks of question answering and question generation are usually …

Memen: Multi-layer embedding with memory networks for machine comprehension

B Pan, H Li, Z Zhao, B Cao, D Cai, X He - arxiv preprint arxiv:1707.09098, 2017 - arxiv.org
Machine comprehension (MC) style question answering is a representative problem in
natural language processing. Previous methods rarely spend time on the improvement of …

Explicit utilization of general knowledge in machine reading comprehension

C Wang, H Jiang - arxiv preprint arxiv:1809.03449, 2018 - arxiv.org
To bridge the gap between Machine Reading Comprehension (MRC) models and human
beings, which is mainly reflected in the hunger for data and the robustness to noise, in this …