Denim for Men voxjog1083 Washed VOXATI Joggers F47R1lVb1l Denim for Men voxjog1083 Washed VOXATI Joggers F47R1lVb1l Denim for Men voxjog1083 Washed VOXATI Joggers F47R1lVb1l Denim for Men voxjog1083 Washed VOXATI Joggers F47R1lVb1l
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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)
Joggers Denim for Washed Men voxjog1083 VOXATI 2s34LB Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Joggers VOXATI Washed voxjog1083 for Men Denim X75b2e Cite as: US Cardigan Women Black Assn Polo H28DaoyB2C
[cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ Sparx Orange Running Grey Mens amp Shoes SM193 PvAOQobN
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Keep it casual any day of the year with these Denim Joggers from VOXATI. Throw this pair together with a T-shirt for a cool look.
Brand
VOXATI
Product Code
APPVOXATI-WASHEVOXA6558109C2A6112
Color
Blue
Size
30
Material
Cotton Blend
Occasion
Casual
Rise
Low Rise
Pattern
Solid
Fit
Narrow
Gender
Men
Set Contents
1
Wash Care
Normal Wash
Style Code
voxjog1083