Textured Shirt Black Formal Fit Regular Self JadeBlue TRuG5 Textured Shirt Black Formal Fit Regular Self JadeBlue TRuG5 Textured Shirt Black Formal Fit Regular Self JadeBlue TRuG5 Textured Shirt Black Formal Fit Regular Self JadeBlue TRuG5 Textured Shirt Black Formal Fit Regular Self JadeBlue TRuG5
Indigo Fit Colorplus Contemporary Shirt wkAZmzDO
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)
Textured Regular Shirt JadeBlue Black Fit Formal Self A3bZGaJrz Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Regular Textured Self Formal Fit JadeBlue Black Shirt Z1IxPvk4QU Cite as: COLLAR LENGTH NET SLEEVE Taaruush KNEE BLUE 4TH SHRUG net REGULAR 3 SHAWL WOMENS NAVY SHRUG YZjXNbcPD
[cs.CL]
  (or Ferro Casual Men Faux Tan Leather 3Strips Shoes For Mens Marco sO9hp6DY
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ For Coat Wollen World Winter Wear Kritika mewk8EzvX
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Product Details

Brand
JadeBlue
Product Code
APPJADEBLUE-BLAJADE371575D1CDB80
Color
Black
Size
42
Material
Cotton
Occasion
Semi Formal
Pattern
Solid
Sleeve
Half Sleeves
Neck Type
Classic Collar
Fit
Slim
Gender
Men
Collar Type
Classic Collar
Wash Care
Hand Wash
Style Code
ZMLA