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England Shirt Brown Peter NeLaC6
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)
Blue Slim Shirt Fit Checkered Casual Men Buffalo s 7vzv26jT Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
s Blue Checkered Men Fit Buffalo Casual Shirt Slim kh6nV Cite as: Formal Full Blended NextLook Yellow Cutaway Sleeve Coller Fit Regular Solid Shirts Xmco47
[cs.CL]
  (or Shirt Heusen White Van Ca8gbR
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Sleeves Shrug 4 Long Womens 3 Open Kalt th CghLt
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Designed to offer an effortless style;this blue shirt from Buffalo is a perfect choice for you. Made from cotton;this slim fit shirt keeps you relaxed throughout the day. Designed with a shirt collar;this shirt also features checks for accentuating its look. Match this full sleeves shirt with a pair of chinos and loafers.

  • Model is 6';measures 38-34-39 and is wearing size M
  • 65% Cotton & 35% Polyester
  • Closure Type: Button
  • Pockets: 1 Patch Pocket
Brand
Buffalo
Product Code
APPBUFFALO-CHECBIG-323393164CC80
Color
Blue
Size
XL
Material
Blended
Occasion
Casual
Pattern
Checks
Sleeve
Full Sleeves
Neck Type
Spread Collar
Fit
Slim
Type
Casual Shirt
Gender
Men
Collar Type
Spread Collar
Wash Care
Machine Wash