2.6k citations · 3.3k across the 23 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CL2017★ 48 cited
Hierarchical Text Generation and Planning for Strategic Dialogue
Denis Yarats, Mike Lewis
End-to-end models for goal-orientated dialogue are challenging to train, because linguistic and strategic aspects are entangled in latent state vectors. We introduce an approach to…
cs.AI2017
Deal or No Deal? End-to-End Learning for Negotiation Dialogues
Mike Lewis, Denis Yarats, Yann N. Dauphin +2
Much of human dialogue occurs in semi-cooperative settings, where agents with different goals attempt to agree on common decisions. Negotiations require complex communication and r…
cs.CL2017★ 2.6k cited
Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, David Grangier +2
The prevalent approach to sequence to sequence learning maps an input sequence to a variable length output sequence via recurrent neural networks. We introduce an architecture base…