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We gratefully acknowledge support from
the Simons Foundation
and member institutions
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)
for Striped Latern Women Off Sexy Shoulder Sleeve Blouse Halter Chiffon The 1DB4Wlc Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Shoulder Striped The Chiffon for Off Women Halter Sleeve Blouse Latern Sexy j9msN Cite as: Shirt Purple Solly Allen Rqh2QIq
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  (or Cotton Of Bra Sports Womenss Bahucharaji pack Creation Air 3 jzbm8XBL
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for this version)

Submission history

From: Yen-Chun Chen [ Solly Shirt Allen Yellow v1SSBJbl
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Material: Polyester

Fabric Type: Chiffon

Clothing Length: Short

Sleeve Length: Half

Collar: Halter Neck

Pattern Type: Striped

Style: Fashion

Elasticity: Micro-elastic

Weight: 0.211 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
APPSEXY-HALTER-DAMA3413249DEAC1A7
Color
White
Size
M
Material
Polyester
Gender
Women
Set Contents
1 x Blouse
International Product
World Store