Number Charcoal amp 1390 Teal Capri Jockey Melange Knit   Style KF8HMEo4 Number Charcoal amp 1390 Teal Capri Jockey Melange Knit   Style KF8HMEo4 Number Charcoal amp 1390 Teal Capri Jockey Melange Knit   Style KF8HMEo4 Number Charcoal amp 1390 Teal Capri Jockey Melange Knit   Style KF8HMEo4 Number Charcoal amp 1390 Teal Capri Jockey Melange Knit   Style KF8HMEo4
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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)
amp Knit 1390 Capri Style Charcoal Number Melange Teal Jockey luHUA Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
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Submission history

From: Yen-Chun Chen [ Print Wrap Around Soundarya Bagru Skirt Jaipuri Cotton PbucnP
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Style Number : 1390 Collection Name : Active Super combed cotton elastane Stretch fabric. Modern fit. Contrast side piping. Soft elasticized waistband with flat drawstring. Authentic Jockey contrast logo embroidery. Curved back yoke and double angled back pockets. To be worn as loungewear;leisurewear & activewear - for all purpose use. Label free for all day comfort.
Brand
Jockey
Product Code
APPJOCKEY-CHARCJOCK2959869E4FDECD
Color
Grey
Size
M
Material
Cotton
Rise
Mid Rise
Length
Medium
Pattern
Solid
Fit
Regular
Type
Regular
Gender
Women
Set Contents
1
Wash Care
Gentle Wash
Article Identifier Type
EAN CODE
Article Identification Value
8901326133668
Style Code
1390