153 citations · 305 across the 8 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CL2017★ 153 cited
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering
Shuohang Wang, Mo Yu, Jing Jiang +7
A popular recent approach to answering open-domain questions is to first search for question-related passages and then apply reading comprehension models to extract answers. Existi…
cs.AI2017★ 8 cited
Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization
Wei Zhang, Bowen Zhou
Learning to remember long sequences remains a challenging task for recurrent neural networks. Register memory and attention mechanisms were both proposed to resolve the issue with…
cs.CL2017★ 87 cited
R: Reinforced Reader-Ranker for Open-Domain Question Answering
Shuohang Wang, Mo Yu, Xiaoxiao Guo +7
In recent years researchers have achieved considerable success applying neural network methods to question answering (QA). These approaches have achieved state of the art results i…