Brown Shirt England Peter L215fz8mT Brown Shirt England Peter L215fz8mT Brown Shirt England Peter L215fz8mT Brown Shirt England Peter L215fz8mT Brown Shirt England Peter L215fz8mT
Camisole White Tank peach Top amp Friskers Turquoise Gajri of Pack 5 OZkRC
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)
Brown Shirt Peter England VjHg0XEEl Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Peter Brown Shirt England jWQMTA1e Cite as: Solid Vastrgrah sleeve navy blue top petal JFQJpCE6
[cs.CL]
  (or Mens Azotic Casual Shoes Uyaiq3
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Lilac Van Shirt Heusen HcQcpnFG
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Make a great impression in this brown checked shirt from Peter England. Tailored for a comfort fit;this design is crafted from a poly-cotton blend. Team this full sleeve shirt with grey trousers and Derbies to finish your look.
Brand
Peter England
Product Code
APPPETER-ENGLANADIT509963C0F6968
Color
Grey
Size
44
Material
Cotton Blend
Occasion
Formal
Pattern
Check
Sleeve
Full Sleeves
Neck Type
Classic Collar
Fit
Regular
Gender
Men
Collar Type
Classic Collar
Set Contents
1
Wash Care
Machine Wash
Style Code
PSF517013971