31 citations · 101 across the 22 of their papers we have counts for
3 papers · 1 filter
Moment Matching Training for Neural Machine Translation: A Preliminary Study
Cong Duy Vu Hoang, Ioan Calapodescu, Marc Dymetman
In previous works, neural sequence models have been shown to improve significantly if external prior knowledge can be provided, for instance by allowing the model to access the emb…
Char2char Generation with Reranking for the E2E NLG Challenge
Shubham Agarwal, Marc Dymetman, Eric Gaussier
This paper describes our submission to the E2E NLG Challenge. Recently, neural seq2seq approaches have become mainstream in NLG, often resorting to pre- (respectively post-) proces…
Symbolic Priors for RNN-based Semantic Parsing
Chunyang Xiao, Marc Dymetman, Claire Gardent
Seq2seq models based on Recurrent Neural Networks (RNNs) have recently received a lot of attention in the domain of Semantic Parsing for Question Answering. While in principle they…