95 citations · 173 across the 2 of their papers we have counts for
4 papers
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models
Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein
This paper presents a novel latent variable recurrent neural network architecture for jointly modeling sequences of words and (possibly latent) discourse relations between adjacent…
LSTM based Conversation Models
Yi Luan, Yangfeng Ji, Mari Ostendorf
In this paper, we present a conversational model that incorporates both context and participant role for two-party conversations. Different architectures are explored for integrati…
deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni +6
We introduce Discriminative BLEU (deltaBLEU), a novel metric for intrinsic evaluation of generated text in tasks that admit a diverse range of possible outputs. Reference strings a…
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni, Michel Galley, Michael Auli +6
We present a novel response generation system that can be trained end to end on large quantities of unstructured Twitter conversations. A neural network architecture is used to add…