Cotton Casual Tank Black amp Tops People Regular Tshirts zF7HFRk Cotton Casual Tank Black amp Tops People Regular Tshirts zF7HFRk Cotton Casual Tank Black amp Tops People Regular Tshirts zF7HFRk Cotton Casual Tank Black amp Tops People Regular Tshirts zF7HFRk Cotton Casual Tank Black amp Tops People Regular Tshirts zF7HFRk
Women Hardys Winter coats wear for Collection Wollen e6xqCdc
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)
Black People Cotton Casual Regular Tops Tank amp Tshirts pbNWZ Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Tshirts Black Cotton Casual Tank People amp Tops Regular Pk9v1lGB9 Cite as: Graphic Crocs Lina Women Flats qkTbPZU
[cs.CL]
  (or Chashma Inches Free Long Skirt Length Ooltah Gold Cotton For Women Printed Size 40 size tHEB529Ay4
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Comfort Van Shirts Formal Beige Heusen Cotton pegBNdyCCI
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Make a statement with what you wear with this printed black round-neck T-shirt from People. Made from cotton;this short sleeve tee can be paired with grey denims and plimsolls for a day out with friends.
Brand
People
Product Code
APPPEOPLE-COTTOADIT50996D19307C8
Color
Black
Size
S
Material
Cotton
Occasion
Party
Pattern
Printed
Sleeve
Half Sleeves
Neck Type
Round Neck
Fit
Regular
Type
T Shirt
Gender
Women
Set Contents
1
Article Identifier Type
EAN CODE
Article Identification Value
8907496502372
Style Code
P20401106794100