2 papers
cs.CL2018
Injecting Relational Structural Representation in Neural Networks for Question Similarity
Antonio Uva, Daniele Bonadiman, Alessandro Moschitti
Effectively using full syntactic parsing information in Neural Networks (NNs) to solve relational tasks, e.g., question similarity, is still an open problem. In this paper, we prop…
cs.CL2017
Multitask Learning with Deep Neural Networks for Community Question Answering
Daniele Bonadiman, Antonio Uva, Alessandro Moschitti
In this paper, we developed a deep neural network (DNN) that learns to solve simultaneously the three tasks of the cQA challenge proposed by the SemEval-2016 Task 3, i.e., question…