94 citations · 454 across the 21 of their papers we have counts for
Showing 2018 · cs.CLShow all
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cs.CL2018★ 60 cited
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks
Byeongchang Kim, Hyunwoo Kim, Gunhee Kim
We address the problem of abstractive summarization in two directions: proposing a novel dataset and a new model. First, we collect Reddit TIFU dataset, consisting of 120K posts fr…
cs.CL2018★ 16 cited
A Hierarchical Latent Structure for Variational Conversation Modeling
Yookoon Park, Jaemin Cho, Gunhee Kim
Variational autoencoders (VAE) combined with hierarchical RNNs have emerged as a powerful framework for conversation modeling. However, they suffer from the notorious degeneration…