Globus Sleeve Top Woven Bell G1eoJov Globus Sleeve Top Woven Bell G1eoJov Globus Sleeve Top Woven Bell G1eoJov Globus Sleeve Top Woven Bell G1eoJov Globus Sleeve Top Woven Bell G1eoJov Globus Sleeve Top Woven Bell G1eoJov
Srishti Top Regular Black Printed Womens LFOlWsjNIF
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)
Woven Top Bell Sleeve Globus EjBcbmP Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Top Bell Woven Globus Sleeve q1TC41aLv Cite as: Purple Top Asymmetrical L8ohBk
[cs.CL]
  (or Van Viscose Heusen Nylon Sweater And Grey W7z98D1
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ view email ]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Geometric print lovers will rejoice at this chic and charming Woven Bell Sleeve Top from Globus. This statement-making top has a self-tie detailing at the neckline.
Brand
Globus
Product Code
APPGLOBUS-WOVENMALH702347316528AD
Color
Grey
Size
L
Material
Polyester
Occasion
Casual
Pattern
Printed
Sleeve
Full Sleeves
Neck Type
Classic Collar
Fit
Regular
Type
Tops
Gender
Women
Set Contents
1
Wash Care
Machine Wash
Article Identifier Type
EAN CODE
Article Identification Value
3041009
Style Code
W17CWT012