207 citations · 448 across the 4 of their papers we have counts for
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cs.CL2017★ 18 cited
Data Distillation for Controlling Specificity in Dialogue Generation
Jiwei Li, Will Monroe, Dan Jurafsky
People speak at different levels of specificity in different situations. Depending on their knowledge, interlocutors, mood, etc.} A conversational agent should have this ability an…
cs.CL2017★ 50 cited
Learning to Decode for Future Success
Jiwei Li, Will Monroe, Dan Jurafsky
We introduce a simple, general strategy to manipulate the behavior of a neural decoder that enables it to generate outputs that have specific properties of interest (e.g., sequence…
cs.CL2015★ 207 cited
A Hierarchical Neural Autoencoder for Paragraphs and Documents
Jiwei Li, Minh-Thang Luong, Dan Jurafsky
Natural language generation of coherent long texts like paragraphs or longer documents is a challenging problem for recurrent networks models. In this paper, we explore an importan…