24 citations · 76 across the 25 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CL2017★ 12 cited
Source-side Prediction for Neural Headline Generation
Shun Kiyono, Sho Takase, Jun Suzuki +3
The encoder-decoder model is widely used in natural language generation tasks. However, the model sometimes suffers from repeated redundant generation, misses important phrases, an…
cs.CL2017
Input-to-Output Gate to Improve RNN Language Models
Sho Takase, Jun Suzuki, Masaaki Nagata
This paper proposes a reinforcing method that refines the output layers of existing Recurrent Neural Network (RNN) language models. We refer to our proposed method as Input-to-Outp…
cs.CL2017★ 3 cited
Composing Distributed Representations of Relational Patterns
Sho Takase, Naoaki Okazaki, Kentaro Inui
Learning distributed representations for relation instances is a central technique in downstream NLP applications. In order to address semantic modeling of relational patterns, thi…