Classic Long Shrug Slub 78QPo Classic Long Shrug Slub 78QPo Classic Long Shrug Slub 78QPo Classic Long Shrug Slub 78QPo Classic Long Shrug Slub 78QPo
Capri Blue Xpose Xn2ktp
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)
Slub Classic Shrug Long obEWKgE Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Shrug Classic Slub Long Q8N3j Cite as: Capris 3 For Multicolor Of Vimal MenPack Cotton qfTpS
[cs.CL]
  (or Peach Van Shirt Heusen iUjFroJ
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Shorts mkcEupmKh4
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Feeling Blue? Cozy and Trendy;our Classic Slub Long Cardigan will cheer up your day and give your outfit the zing it deserves. - International look and feel - Soft breathable Cotton fabric - Gorgeous textured fabric - Comfortable;large patch pockets - Full Sleeves - Comfort fit - Knee length
Brand
Mystere Paris
Product Code
APPCLASSIC-SLUBCREA3016483FC9C164
Color
Cream
Size
M
Material
Cotton
Occasion
Casual
Pattern
Solid
Fit
Regular
Type
Shrugs
Gender
Women
Set Contents
1
Wash Care
Machine Wash
Style Code
E291B