Tops Polyester Black ENTEASE DeJXtMZ Tops Polyester Black ENTEASE DeJXtMZ Tops Polyester Black ENTEASE DeJXtMZ Tops Polyester Black ENTEASE DeJXtMZ Tops Polyester Black ENTEASE DeJXtMZ
Peter Shirt England Blue Hyc8N3i
Abstract: Inspired by how humans summarize long documents, we propose an accurate and fast summarization model that first selects salient sentences and then rewrites them abstractively (i.e., compresses and paraphrases) to generate a concise overall summary. We use a novel sentence-level policy gradient method to bridge the non-differentiable computation between these two neural networks in a hierarchical way, while maintaining language fluency. Empirically, we achieve the new state-of-the-art on all metrics (including human evaluation) on the CNN/Daily Mail dataset, as well as significantly higher abstractiveness scores. Moreover, by first operating at the sentence-level and then the word-level, we enable parallel decoding of our neural generative model that results in substantially faster (10-20x) inference speed as well as 4x faster training convergence than previous long-paragraph encoder-decoder models. We also demonstrate the generalization of our model on the test-only DUC-2002 dataset, where we achieve higher scores than a state-of-the-art model.
Comments: ACL 2018 (17 pages)
ENTEASE Black Tops Polyester Ud6VPAI4 Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Black Polyester ENTEASE Tops bHM5xdhh Cite as: and Wears Beach Regular Mens Solid AVR Casual Shorts IYc6oA7E
[cs.CL]
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for this version)

Submission history

From: Yen-Chun Chen [ 3 Formal Van Men Mutlicoloured Pack Of Fashion Wear For Galis Shirt H887pw2
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[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Black colour Tops fabricated with Polyester
Brand
Entease
Product Code
APPENTEASE-BLACENTE244784F1B45A6
Color
Black
Size
XXL
Material
Polyester
Occasion
Casual
Pattern
Solid
Sleeve
Half Sleeves
Neck Type
Round Neck
Fit
Regular
Type
Tops
Gender
Women
Set Contents
1 Tops
Style Code
ASMR81