Cotton Of Pack Wear Shirt Mens For Van Galis Fashion Sleeves 4 Multi Full Color BVGwLB Cotton Of Pack Wear Shirt Mens For Van Galis Fashion Sleeves 4 Multi Full Color BVGwLB
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References & Citations

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)
Of Sleeves Pack Shirt Van Mens Cotton Multi Full Galis For 4 Color Fashion Wear CbdAYZXgfa Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
4 Fashion Sleeves Multi Shirt Wear For Galis Cotton Of Pack Color Full Van Mens eyAQtu Cite as: Men 3 For Wear Shirt Of Fashion Van Formal Galis Pack Mutlicoloured UD5LJ89H
[cs.CL]
  (or Top Print Sleeve Full Floral 8VG8RBi
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Men Arrow Selef Design Shirt Full Sleeve H9t4NhL
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Strut Your Stuff When You Adorn This Checked Casual Shirt By Van Galis Fashion Wear. With A Comfortable Stitch And Sharp Design;This Regular-fit Casual Shirt Is Fashioned Using Cotton That Makes It A Delight For Your Skin. Style It With Contrast Coloured Chinos For An Event That Doesn't Demand Formals.
Brand
Van Galis
Product Code
APPVAN-GALIS-FAA-V-3641129857FB3
Color
Multi
Size
M
Material
Cotton
Sleeve
Full Sleeves
Fit
Regular
Gender
Men
Collar Type
Classic Collar
Set Contents
Pack Of 4
Wash Care
Hand Wash