247 citations · 359 across the 2 of their papers we have counts for
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cs.LG2016★ 247 cited
Hierarchical Multiscale Recurrent Neural Networks
Junyoung Chung, Sungjin Ahn, Yoshua Bengio
Learning both hierarchical and temporal representation has been among the long-standing challenges of recurrent neural networks. Multiscale recurrent neural networks have been cons…
cs.CL2016★ 112 cited
A Neural Knowledge Language Model
Sungjin Ahn, Heeyoul Choi, Tanel Pärnamaa +1
Current language models have a significant limitation in the ability to encode and decode factual knowledge. This is mainly because they acquire such knowledge from statistical co-…