Polyester Globus Tops Grey zqRVa4b6oZ Polyester Globus Tops Grey zqRVa4b6oZ Polyester Globus Tops Grey zqRVa4b6oZ Polyester Globus Tops Grey zqRVa4b6oZ Polyester Globus Tops Grey zqRVa4b6oZ Polyester Globus Tops Grey zqRVa4b6oZ
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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)
Grey Globus Tops Polyester ERqplsb Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Tops Grey Polyester Globus 8QWU2vgTou Cite as: Regular Men Shirt Blue Light Arrow zBYhz
[cs.CL]
  (or Lace Swing Top Wine Hem with uWdhL
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Roman Brown Fentacia Sandals Men ysjsO8D
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

The grey melange T-shirt is styled with a striped pattern. The other style elements are the high low hemline;scoop neckline and a single front patch pocket.
Brand
Globus
Product Code
APPGLOBUS-POLYEGLOB70234751CA5D99
Color
Grey
Size
S
Material
Polyester
Occasion
Casual
Pattern
Striped
Sleeve
Half Sleeves
Neck Type
Round Neck
Type
Tops
Gender
Women
Set Contents
1
Wash Care
Machine Wash
Article Identifier Type
EAN Code
Article Identification Value
2972952
Style Code
S17CWT102B-GREYMELANGE