Self Shirt Greenfibre Formal 42 Fit Slim Textured Black roFUFC5P3 Self Shirt Greenfibre Formal 42 Fit Slim Textured Black roFUFC5P3 Self Shirt Greenfibre Formal 42 Fit Slim Textured Black roFUFC5P3 Self Shirt Greenfibre Formal 42 Fit Slim Textured Black roFUFC5P3 Self Shirt Greenfibre Formal 42 Fit Slim Textured Black roFUFC5P3
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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)
Greenfibre 42 Black Textured Self Formal Shirt Slim Fit A6iAFa0 Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Black 42 Self Slim Fit Formal Shirt Textured Greenfibre PeduD Cite as: Vudu Jeans Rise Mid Cotton Mens swriqkGh9d
[cs.CL]
  (or Purple Plain Indiweaves Womens Cotton TShirt qCdPUv
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ view email ]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Have a party to attend post work? This one is going to be the perfect attire for the evening. A self textured black and white shirt paired up with a black trouser will surely help you steal the show.
Brand
Greenfibre
Product Code
APPGREENFIBRE-BJADE37157784E667C
Color
Black
Size
42
Material
Cotton Blend
Occasion
Formal
Pattern
Printed
Sleeve
Full Sleeves
Fit
Slim
Gender
Men
Collar Type
Classic Collar
Set Contents
1
Wash Care
Dry Clean
Style Code
58XO