Shirt Textured Fit Pink Formal Mens Knighthood Slim YGTjhln Shirt Textured Fit Pink Formal Mens Knighthood Slim YGTjhln Shirt Textured Fit Pink Formal Mens Knighthood Slim YGTjhln Shirt Textured Fit Pink Formal Mens Knighthood Slim YGTjhln Shirt Textured Fit Pink Formal Mens Knighthood Slim YGTjhln Shirt Textured Fit Pink Formal Mens Knighthood Slim YGTjhln
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)
Pink Textured Formal Slim Knighthood Fit Mens Shirt WeCRZ Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Shirt Pink Formal Fit Knighthood Textured Mens Slim 2jX49Z Cite as: arXiv:1805.11080 [cs.CL]
  (or Women Solid Grey Marie Pullover Claire j7klmzmwUb
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Snowflake Belted Cardigan Jacquard LL Store Collar Shawl uAFotxhW3O
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Give a tinge of style to your collection with this pink shirt from Knighthood. This slim fit shirt is crafted from cotton blend that renders sublime wearing comfort. This solid shirt comes with a shirt collar as an added appeal to it. Don this full sleeves shirt with a pair of pleated black trousers and moccasins for a classy look.

  • Model is 6'1", measures 40-35-39 and is wearing size 40-SF
  • Specific Fabric: 80% Polyester & 20% Cotton
  • Closure Type: Button
  • Cuff Style: One Button Mitered
Brand
Knighthood
Product Code
APPKNIGHTHOOD-TBIG-3233936699302
Color
White
Size
39
Material
Blended
Occasion
Formal
Pattern
Solid
Sleeve
Full Sleeves
Neck Type
Classic Collar
Fit
Slim
Type
Formal Shirt
Gender
Men
Collar Type
Classic Collar
Pockets
1 Chest Pocket
Wash Care
Machine Wash