462 citations · 688 across the 2 of their papers we have counts for
2 papers
cs.CL2017★ 462 cited
Understanding Neural Networks through Representation Erasure
Jiwei Li, Will Monroe, Dan Jurafsky
While neural networks have been successfully applied to many natural language processing tasks, they come at the cost of interpretability. In this paper, we propose a general metho…
cs.CL2016★ 226 cited
A Simple, Fast Diverse Decoding Algorithm for Neural Generation
Jiwei Li, Will Monroe, Dan Jurafsky
In this paper, we propose a simple, fast decoding algorithm that fosters diversity in neural generation. The algorithm modifies the standard beam search algorithm by adding an inte…