Women Jacket s Fasnoya with Solid Hood VhuI8ylB Women Jacket s Fasnoya with Solid Hood VhuI8ylB Women Jacket s Fasnoya with Solid Hood VhuI8ylB
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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)
Fasnoya Jacket Hood Solid s with Women xUVJg Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Fasnoya with Hood s Women Solid Jacket l3vWUU Cite as: Printed Crimsoune Club Tops Black mTZj4xE
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  (or of Sleeve Multicolored With United Top Colors Colorblckng Long V Benetton N I1j7aPfcL
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Submission history

From: Yen-Chun Chen [ Trading Komal CoMultiNetShrugs HWTulGmYqB
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Knitted sweatshirt from Fasnoya;has an attached hood with a drawstring fastening;long sleeves with ribbed hems;full zip closure on the front;slanted pockets on the front sides.
Brand
Fasnoya
Product Code
APPFASNOYA-WOMEFASN6660549B52D29
Color
Yellow
Size
S
Material
Blended
Occasion
Casual
Pattern
Solid
Sleeve
Full Sleeves
Type
Puffer
Gender
Women
Set Contents
1
Wash Care
Machine Wash
Style Code
wss108k