Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf Solids Jeans S Washed Denim Casual Grey Size32 Druthers Lycra  Men ZljhSdf
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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)
Casual Denim S Lycra Jeans Solids Size32 Washed Grey Men Druthers F6E4QA Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
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Submission history

From: Yen-Chun Chen [ Crepe Womens White Cut Myshka Shoulder Topmykcutshoulderwhite112xxl NHeihAhQ4
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Pull on this pair of men's grey denim slim fit jeans;and you will feel ready to face the day. Equally smart when worn with a shirt or tee;this pair of mid-rise jeans is made using lycra as well;giving it a stretchy and comfortable feel.
Brand
DRUTHERS
Product Code
APPDRUTHERS-MENSTEA797513B44C5AA
Color
Grey
Size
32
Material
Cotton Blend
Rise
Mid Rise
Pattern
Solid
Fit
Slim
Gender
Men
Set Contents
1
Wash Care
Machine Wash