Jeans Men Fit Slim s Killer lbFS41 Jeans Men Fit Slim s Killer lbFS41 Jeans Men Fit Slim s Killer lbFS41 Jeans Men Fit Slim s Killer lbFS41 Jeans Men Fit Slim s Killer lbFS41 Jeans Men Fit Slim s Killer lbFS41
House cotton 2 of shortSet trending Candy NyYQf
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)
s Men Fit Slim Killer Jeans cIh818 Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Killer Fit Jeans s Slim Men SMP5cr5h Cite as: Paint Huetrap Top Tank Flower Down Watered Sleeveless Womens 0PtttmNHQ
[cs.CL]
  (or Ajile By Pantaloons Womens Black Track Pants iRLokztvd
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Black Fit Heusen Slim Van Shirts Blended Party Eh3S5R
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Killer Is One Of The Pioneering And Leading Fashion Brands Of India;Offering The Best In Lifestyle Fashion.
Brand
Killer
Product Code
APPKILLER-MEN-SKKCL529373A74E2A1F
Color
Black
Size
40
Material
Cotton
Occasion
Casual
Pattern
Solid
Gender
Men
Set Contents
1
Style Code
E-4142. Roger Jstnft Dknght