Stylish Bohemian Tunic Xz9oPAohs Stylish Bohemian Tunic Xz9oPAohs Stylish Bohemian Tunic Xz9oPAohs Stylish Bohemian Tunic Xz9oPAohs Stylish Bohemian Tunic Xz9oPAohs Stylish Bohemian Tunic Xz9oPAohs
We gratefully acknowledge support from
the Simons Foundation
and member institutions
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)
Stylish Bohemian Tunic tWwar Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Bohemian Stylish Tunic 9hLaNNHX Cite as: arXiv:1805.11080 [cs.CL]
  (or Polyester Eavan Top Pink fRDhI7aq
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Shirt Grey Van Heusen wssYZKw
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

This Ecru Tunic Offers Refreshing Fashion Which Is A Blend Of Ethnic Style With A Bohemian Touch. The Sleeveless Pattern And The Stylish Racer Back With The Contrast Patch Work Set The Style Bar High.
Brand
Globus
Product Code
APPSTYLISH-BOHEGLOB70234724CB172D
Wash Care
Machine Wash
Color
White
Size
M
Material
Polyester
Occasion
Casual
Pattern
Printed
Sleeve
Sleeveless
Neck Type
Halter
Fit
Regular
Gender
Women