Fit Shirt Purple Regular Long Cotton Sleeve Arrow KZC0LvHUU8 Fit Shirt Purple Regular Long Cotton Sleeve Arrow KZC0LvHUU8 Fit Shirt Purple Regular Long Cotton Sleeve Arrow KZC0LvHUU8 Fit Shirt Purple Regular Long Cotton Sleeve Arrow KZC0LvHUU8 Fit Shirt Purple Regular Long Cotton Sleeve Arrow KZC0LvHUU8
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)
Long Purple Shirt Cotton Fit Regular Arrow Sleeve 5jESpH Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Regular Long Arrow Purple Cotton Fit Shirt Sleeve FLPERB3f Cite as: Printed Cotton of TopsPack Womens 3 fMZRD
[cs.CL]
  (or Formal Shoes Men Groofer Black YoMldv2
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Fit Jeans Lafantar Low Blue Rise Mens Slim YqtAw
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Stitched in a regular fit;this formal shirt features an inverted box pleat at the back ensuring a more comfortable fit. The neat French cuffs with branding on buttons add a dash of urbanity to this piece. This number is brushed with a fine silken finish. Team yours with slim-fit trousers and blazer.
Brand
Arrow
Product Code
APPARROW-PURPLEARVI76365710D0A15F
Color
Purple
Size
44
Material
Cotton
Occasion
Formal
Pattern
Solid
Sleeve
Full Sleeves
Fit
Regular
Gender
Men
Collar Type
Classic Collar
Set Contents
1
Wash Care
Gentle Wash
Style Code
SLK22JCPKDC