Top Tank brand Womens printed Huetrap 9CJwtVyudp Top Tank brand Womens printed Huetrap 9CJwtVyudp Top Tank brand Womens printed Huetrap 9CJwtVyudp Top Tank brand Womens printed Huetrap 9CJwtVyudp Top Tank brand Womens printed Huetrap 9CJwtVyudp
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)
printed Womens Huetrap Tank Top brand sHVjNij4o Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Tank Huetrap printed Womens Top brand 1mav6J Cite as: Co Shrugs Poly Cotton Trading Komal Women YvBNtZ7fa
[cs.CL]
  (or Aeropostale Women TShirt Casual Q8nQB
[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

Fashioned out of pure cotton;this tee is designed by Huetrap. The brand is known for its simple yet unique designs;colour scheme and soft fabric. This Tank Top features a round neck;and a regular fit. Showcasing a contrast print on the front;the tee is a perfect casual wear pick. The lettered print features the brand in a contrast colour that adds more character to this piece. Wear this tee with a pair of shorts or ripped jeans;Add a jacket and pair of sunglasses to the mix.
Brand
Huetrap
Product Code
APPHUETRAP-WOMEHUET676395DAA70371
Color
Purple
Size
XXL
Material
Cotton
Occasion
Casual
Pattern
Printed
Neck Type
Round Neck
Fit
Regular
Type
Tops
Gender
Women
Set Contents
1
Wash Care
Machine Wash
Style Code
HT17WKGTTLVR01218