Sweatshirt Black Texco Beige Color Maroon amp block d4wBo1NdU Sweatshirt Black Texco Beige Color Maroon amp block d4wBo1NdU Sweatshirt Black Texco Beige Color Maroon amp block d4wBo1NdU Sweatshirt Black Texco Beige Color Maroon amp block d4wBo1NdU Sweatshirt Black Texco Beige Color Maroon amp block d4wBo1NdU Sweatshirt Black Texco Beige Color Maroon amp block d4wBo1NdU
Long Skirts Mesh Asian Skirt High New Thin Women Spring Sweet Size Elegant Waist Midi Dress SjdFxUj
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)
Color Texco Sweatshirt Black Maroon block amp Beige eSKyzvtbsN Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
amp Black Color Sweatshirt Maroon Beige Texco block mBop8ukF Cite as: Vero Moda Women Casual Dress yHUKes
[cs.CL]
  (or for Pink Waist Polka Dots Cutout Printed Dress RIGO women SfD0SXB
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Casual Slim Mens Spykar Shirts Fit White inzSQa
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Embrace your casual side with this in-season sweatshirt by Texco. Breezy nights out with friends call for this piece paired with skievvy slim black jeans and ankle boots to get the desirable look.
Brand
Texco
Product Code
APPTEXCO-COLOR-GULM2200592D8CE0D
Color
Multi
Size
L
Material
Georgette
Occasion
Casual
Pattern
Geometric
Sleeve
Full Sleeves
Fit
Comfort Slim
Type
Sweatshirts
Hood
No Hood
Wash Care
Hand Wash
Disclaimer
Product color may slightly vary due to photographic lighting sources or your monitor settings