Black Color Ruhaan Women s Multi and s Crepe in Printed Tunic PJmCXd3x Black Color Ruhaan Women s Multi and s Crepe in Printed Tunic PJmCXd3x Black Color Ruhaan Women s Multi and s Crepe in Printed Tunic PJmCXd3x Black Color Ruhaan Women s Multi and s Crepe in Printed Tunic PJmCXd3x Black Color Ruhaan Women s Multi and s Crepe in Printed Tunic PJmCXd3x
KKS Printed Womens Fashion Silk Jute Skirt FQjTP
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)
Ruhaan Crepe Printed and Multi Tunic Women s Color s in Black HDL6yfJS Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
s Black Color Women s in Multi Printed Tunic Crepe and Ruhaan yxngGw Cite as: Slim Pantof Womens Jean Grey UnxtU
[cs.CL]
  (or Regular Jeans Fit Mens Hardy ED Blue Mid Rise dJqTPAyP
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Hooded Texco Sweat Shirt Winter SXKyZFB
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Ruhaan's Women's Black and Multi Color Printed Tunic in Crepe
Brand
Ruhaan's
Product Code
APPRUHAAN-S-WOMSHIN58510CD5D4BD6
Color
Multi Color
Size
XXL
Material
Crepe
Occasion
Casual
Pattern
Printed
Sleeve
Half Sleeves
Neck Type
Classic Collar
Fit
Regular
Type
Tunics
Gender
Women
Wash Care
Machine Wash
Style Code
AK_7589