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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)
Party Bandage Women Waist Cocktail Club Skirt Skinny Skirt Short Skirt High nk24JywMY Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Skinny Bandage Women Skirt Party Skirt Cocktail Short Club Waist High Skirt kcvbtAKT Cite as: New Fashion Shrugs Komal Rh1AfDMO9U
[cs.CL]
  (or Fashion Shrugs Komal New A37kJeb
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Set Cotton 2 Slim Of Fit Collection Shirt ChristyS Casual Multi EgMl1Eu0
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Women Sexy Skirt High Waist Skinny Bandage Short Skirt Party Cocktail Club Skirt

Item specifics

  • Gender:Women

  • Occasion:Club;Party

  • Material:Polyester

  • Decoration: None

  • Clothing Length:Mini

  • Waist:High Waist

  • Pattern Type: Solid

  •  Silhouette: Straight

  • Style:Sexy

  •  Item Type:Skirt

  • Package include:1PC Women Skirt

 
Size Detail(1=2.54cm)

1.To Make sure you get the right size;please refer to our size chart before buying;

if you are not sure about size;pls email us your exact body measurement;so we can give you some suggestion on how to choose the right size;thanks for your understanding

2.Mansual measurement may exsit 1~3cm difference

Asian Size:S Waist:72cm/28.4 Hip :92cm/36.2 Length:36 cm/14.2



Product Code
APPWOMEN-SKIRT-YAAR610619205B752F
Color
Black
Size
S
Material
Polyester
Gender
Women
Set Contents
1
International Product
World Store