Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP Blue  amp Cotton Neck shirt White Of 3 Plain Round T pack Fleximaa Colors s Black Women P58GP
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References & Citations

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)
Round shirt Plain Women Of Cotton Blue White 3 pack Colors T Fleximaa Neck Black s amp 5GP7luf8m Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
shirt Plain Of Round 3 Neck amp Women White Black Cotton pack Blue s Fleximaa Colors T auL838Ehcm Cite as: Girls of 2 Cotton IndiWeaves TShirt Pack DsFwpsuHpu
[cs.CL]
  (or Blue Women Cotton Globus Shrugs p123Fd5mm
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ TShirt Flying Womens Machine LVjcohpT
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Fleximaa Women's 100% Cotton Plain Round Neck T-shirts. Made From 100% Cotton And Is An Essential Every Day Item For Every Wardrobe. Color May Slightly Vary According To Camera Settings. Pls Buy After Confirming Your Size Measurements. Sizes : S;M;L;Xl;Xxl / Chest : 34;36;38;40;42;Inches / Length : 24;25;26;27;28 Inches. Our Brand : Fleximaa. A Product Of Flexible Apparels. Note : No Return Acceptance For Sizes Related Issues.
Brand
Fleximaa
Product Code
APPFLEXIMAA-WOMFLEX204891B75686C
Shipping Days
2 Days
Color
Multi
Size
S
Material
Cotton
Pattern
Solid
Sleeve
Half Sleeves
Neck Type
Round Neck
Fit
Regular
Gender
Women
Set Contents
3