Pepe Sweater Casual Women Jeans xZhkNJ Pepe Sweater Casual Women Jeans xZhkNJ Pepe Sweater Casual Women Jeans xZhkNJ Pepe Sweater Casual Women Jeans xZhkNJ Pepe Sweater Casual Women Jeans xZhkNJ
Uploading Round White year a 2018 Snoby Half Casual Sleeve Printed Neck TShirt New Women 32AO1cPzz9
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)
Pepe Casual Jeans Sweater Women UkTEq Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Casual Sweater Jeans Pepe Women CVQBVZvX Cite as: Onex Fashion Victim formals iGl5wTZT6
[cs.CL]
  (or amp Green Friskers Camisole Top Tank Color UywdijY
[cs.CL]
for this version)

Submission history

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

Description

Pepe Jeans Women Casual Sweater
Brand
Pepe Jeans
Product Code
APPPEPE-JEANS-WKAPS57849088B02A91
Color
Beige
Size
S
Material
Cotton
Occasion
Casual
Pattern
Solid
Sleeve
Full Sleeves
Fit
Slim
Type
Sweaters
Gender
Women
Set Contents
1
Wash Care
Hand Wash
Article Identifier Type
EAN Code
Article Identification Value
8903872408931
Style Code
LUNA LS-KHAKI