59 citations · 241 across the 30 of their papers we have counts for
3 papers · 1 filter
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging
Hongru Wang, Zezhong Wang, Wai Chung Kwan +1
Meta-learning is widely used for few-shot slot tagging in task of few-shot learning. The performance of existing methods is, however, seriously affected by \textit{sample forgettin…
Towards Neural Network-based Reasoning
Baolin Peng, Zhengdong Lu, Hang Li +1
We propose Neural Reasoner, a framework for neural network-based reasoning over natural language sentences. Given a question, Neural Reasoner can infer over multiple supporting fac…
Resolving Conflicting Arguments under Uncertainties
Benson Hin Kwong Ng, Kam-Fai Wong, Boon-Toh Low
Distributed knowledge based applications in open domain rely on common sense information which is bound to be uncertain and incomplete. To draw the useful conclusions from ambiguou…