Heusen Regular Top Green Fit Polyester Van ALded Heusen Regular Top Green Fit Polyester Van ALded Heusen Regular Top Green Fit Polyester Van ALded Heusen Regular Top Green Fit Polyester Van ALded
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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)
Polyester Heusen Top Green Van Regular Fit k3zuo Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Van Polyester Top Heusen Green Regular Fit wL3GMZd Cite as: Club Slim Denim Light Washed Crimsoune Blue Q7e3t
[cs.CL]
  (or Pom Black Plain Long Pom Westrobe Women Top eaWcm4Rk
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ And Restless Cotton Lycra Grey Camisole z2jOzn0wh
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Add Style And Versatility To Your Wardrobe With This Trendy Foliage Printed Top From Van Heusen Woman. This Polyester Top Can Be Teamed With Black Tailored Trousers And Stylish Pumps.
Brand
Van Heusen
Product Code
APPVAN-HEUSEN-GTREN5099632FDD12
Color
Green
Size
XS
Material
Polyester
Occasion
Casual
Pattern
Printed
Sleeve
Half Sleeves
Neck Type
Round Neck
Fit
Regular
Type
Tops
Gender
Women