Rise Fit s Men People Jeans  Regular Mid Blue yzsSCLC Rise Fit s Men People Jeans  Regular Mid Blue yzsSCLC Rise Fit s Men People Jeans  Regular Mid Blue yzsSCLC Rise Fit s Men People Jeans  Regular Mid Blue yzsSCLC Rise Fit s Men People Jeans  Regular Mid Blue yzsSCLC
Solly Allen Blue Shirt yaSB2
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)
Regular People Jeans Men Rise Blue s Mid Fit 1jDfD Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Rise Mid People Jeans Regular Men s Blue Fit MjXtZwq Cite as: with Femme Printed Belt Skirt Maxi Long Womens One Side 0YjmR
[cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ TShirt NeeRee Womens qvbCt4
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Look uber-cool over the weekend in these mid-washed blue jeans from People. Crafted from cotton with a hint of stretch;this pair features whiskering with a fade effect. Wear it with a printed T-shirt and boat shoes to complete your ensemble.
Brand
People
Product Code
APPPEOPLE-BLUE-ADIT5099681E89DDE
Color
Blue
Size
38
Material
Cotton Blend
Rise
Mid Rise
Pattern
Solid
Fit
Regular
Gender
Men
Set Contents
1
Wash Care
Machine Wash
Article Identifier Type
Ean Code
Article Identification Value
8907496817230
Style Code
P1D212318CIC252