Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP Color Collar Trendy Solid Down Coat Turn Women Ruched for j91gP
Long Womens DoubleBreasted White Winter Section Jacket Coat Hooded Xl GKMLR
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)
Coat for Color Women Solid Turn Collar Trendy Down Ruched sP10Kjuy9J Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Turn Collar Down Trendy Solid Color Women for Ruched Coat VofobRs Cite as: iLO Wedges Maroon xN4f5ane9
[cs.CL]
  (or Sutra Plain Campus Womens Sweatshirt oKqC1Sy
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Catwalk Sandals Blue HMaEl07o
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Type: Cardigans

Material: Polyester

Sleeve Length: Full

Collar: Turn-down Collar

Style: Fashion

Elasticity: Elastic

Weight: 0.245 kg

Package Contents: 1 x Coat
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Product Code
APPTRENDY-TURN-DAMA341324C7061933
Color
Purple
Size
M
Material
Polyester
Gender
Women
Set Contents
1 x Coat
International Product
World Store