24 citations · 50 across the 3 of their papers we have counts for
3 papers
cs.CL2018★ 24 cited
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee +3
We propose a unified model combining the strength of extractive and abstractive summarization. On the one hand, a simple extractive model can obtain sentence-level attention with h…
cs.IT2012★ 6 cited
Principal Component Pursuit with Reduced Linear Measurements
Arvind Ganesh, Kerui Min, John Wright +1
In this paper, we study the problem of decomposing a superposition of a low-rank matrix and a sparse matrix when a relatively few linear measurements are available. This problem ar…
cs.IT2012★ 20 cited
Compressive Principal Component Pursuit
John Wright, Arvind Ganesh, Kerui Min +1
We consider the problem of recovering a target matrix that is a superposition of low-rank and sparse components, from a small set of linear measurements. This problem arises in com…