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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)
Ball shirt Fashion Pokemon Go Tops Pokemon Clothing Women White Poke Tee T Summer Women Blouses xEfGMSEO Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Tops Clothing Women Pokemon Go T Ball White Pokemon shirt Tee Women Summer Poke Fashion Blouses BgpmDLpX Cite as: arXiv:1805.11080 [cs.CL]
  (or New Half Shrug Net Hardys oNYVR
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Fausto Brown Mens Sandals Leather niF4ywcF3
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Hello! Welcome to our store!



Quality is the first with best service. customers all are our friends.



Fashion design;100%  Brand New;high  quality!

Material:Cotton blend

Size chart: as show

XXXXL Length74 Bust122 Shoulder45



There is 2-3% difference according to manual measurement. 

please check the measurement chart carefully before you buy the item.

1 inch = 2.54 cm

Please note that slight color difference should be acceptable due to the light and screen.



Product Code
APPSUMMER-WOMENONEW615754BB9BCC50
Color
White
Size
S
Material
Cotton
Pattern
Floral
Sleeve
Half Sleeves
Neck Type
Round Neck
Fit
Regular
Type
T Shirt
Gender
Women
Set Contents
Clothes*1pc
International Product
World Store