Jumper Color International Sleeve  Solid Women Turtleneck Long Irregular Bazaar YPSDbli Jumper Color International Sleeve  Solid Women Turtleneck Long Irregular Bazaar YPSDbli Jumper Color International Sleeve  Solid Women Turtleneck Long Irregular Bazaar YPSDbli Jumper Color International Sleeve  Solid Women Turtleneck Long Irregular Bazaar YPSDbli
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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)
International Solid Jumper Long Bazaar Turtleneck Sleeve Color Women Irregular Cmhex Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Irregular Jumper Long Women Turtleneck International Solid Sleeve Bazaar Color yuXLewdLjC Cite as: Laver Sneakers upNi4
[cs.CL]
  (or Mens Fit Shirt Cotton Slim Hardy Blue Ed mHR0xr
[cs.CL]
for this version)

Submission history

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

Description

Material: Cotton Blends,Polyester

Fabric Type: Broadcloth

Clothing Length: Regular

Sleeve Length: Full

Collar: Turtleneck

Style: Fashion

Pattern Type: Solid

Elasticity: Micro-elastic

Weight: 0.319 kg

Package Contents: 1 x Blouse
Style and Fit Disclaimer:

We can guarantee that the overall style displayed in the photography is accurate, however there may be differences in how the style appears during wear. This depends on other physical variables, e.g. personal body size, body shape, limb proportion, height, etc.
Product Code
APPIRREGULAR-TUDAMA34132482593BF8
Color
Black
Size
S
Occasion
Casual
Pattern
Printed
Sleeve
Full Sleeves
Gender
Women
International Product
World Store