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cs.CL2015
A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra, Jason Weston
Summarization based on text extraction is inherently limited, but generation-style abstractive methods have proven challenging to build. In this work, we propose a fully data-drive…
cs.CL2015★ 1k cited
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag +1
We describe a simple neural language model that relies only on character-level inputs. Predictions are still made at the word-level. Our model employs a convolutional neural networ…