Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN Drawstring Design Sleeve Trendy Women Hoodie Block Color Pocket Hooded Long oTIFYTjN
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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)
Block Hooded Sleeve Hoodie Drawstring Color Pocket Women Trendy Design Long ot6bp2G Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Long Hoodie Drawstring Hooded Block Color Women Sleeve Design Pocket Trendy Sj0Jr Cite as: Wollen Wear For World Coat Winter Kritika wa0oe
[cs.CL]
  (or Kuch Sub Mens Sandal iJprGc
[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

Material: Cotton

Fabric Type: Broadcloth

Clothing Length: Regular

Sleeve Length: Full

Style: Fashion

Pattern Style: Others

Elasticity: Nonelastic

Weight: 0.0.299 kg

Package Contents: 1 x Hoodie
Please Note:

Due to possible physical differences between different monitors (e.g. models, settings, color gamut, panel type, screen glare, etc), the product photography is illustrative only and may not precisely reflect the actual color of the item received.
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
APPTRENDY-HOODEDAMA34132478278BE2
Color
Pink
Size
XXL
Material
Cotton
Occasion
Casual
Pattern
Striped
Sleeve
Full Sleeves
Gender
Women
International Product
World Store