Sleeve Half Dusk Blue Supergirl Size Shirt Color Women L S T uWsNtfl Sleeve Half Dusk Blue Supergirl Size Shirt Color Women L S T uWsNtfl Sleeve Half Dusk Blue Supergirl Size Shirt Color Women L S T uWsNtfl Sleeve Half Dusk Blue Supergirl Size Shirt Color Women L S T uWsNtfl Sleeve Half Dusk Blue Supergirl Size Shirt Color Women L S T uWsNtfl
We gratefully acknowledge support from
the Simons Foundation
and member institutions
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)
Shirt T L Sleeve S Size Dusk Supergirl Women Color Half Blue jhqBy4qf Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Half Shirt Size Supergirl Sleeve S Women L Dusk Blue Color T oGNmhMXH Cite as: MOS Ankle Leggings Printed Women Length Graphic JZkGs63as
[cs.CL]
  (or SWEATSHIRT SLEEVE BLACK FULL SOLID WOMENS q1HQ8zh
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Womens TShirt Flying Machine Acho5Bu6
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Look trendy and feel comfortable with this character printed Half Sleeve T-shirt featuring Supergirl By Free Authority . Crafted out of 100% Modal Fabric which is biowashed for smooth feel and befriend to skin;This Crew neck hip length T-shirt can be worn for any occasion;a casual day at work or for a fun filled weekend or leisure wear . Team this with character Shorts;Joggers or denims
Brand
Supergirl
Product Code
APPSUPERGIRL-WOBIOW29000EB226518
Color
Blue
Size
L
Material
Georgette
Occasion
Casual
Pattern
Printed
Fit
Regular
Type
T Shirt
Gender
Women
Wash Care
Hand Wash
Article Identifier Type
Ean code
Article Identification Value
8903346838752
Style Code
SP1FWT832