1.7k citations · 1.7k across the 4 of their papers we have counts for
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Nutribullets Hybrid: Multi-document Health Summarization
Darsh J Shah, Lili Yu, Tao Lei +1
We present a method for generating comparative summaries that highlights similarities and contradictions in input documents. The key challenge in creating such summaries is the lac…
Nutri-bullets: Summarizing Health Studies by Composing Segments
Darsh J Shah, Lili Yu, Tao Lei +1
We introduce \emph{Nutri-bullets}, a multi-document summarization task for health and nutrition. First, we present two datasets of food and health summaries from multiple scientifi…
Interactive Classification by Asking Informative Questions
Lili Yu, Howard Chen, Sida Wang +2
We study the potential for interaction in natural language classification. We add a limited form of interaction for intent classification, where users provide an initial query usin…
Building a Production Model for Retrieval-Based Chatbots
Kyle Swanson, Lili Yu, Christopher Fox +2
Response suggestion is an important task for building human-computer conversation systems. Recent approaches to conversation modeling have introduced new model architectures with i…