Copperline SlimFit Rich Purple Checked Cotton Shirt Formal vVoXuE7L Copperline SlimFit Rich Purple Checked Cotton Shirt Formal vVoXuE7L Copperline SlimFit Rich Purple Checked Cotton Shirt Formal vVoXuE7L Copperline SlimFit Rich Purple Checked Cotton Shirt Formal vVoXuE7L Copperline SlimFit Rich Purple Checked Cotton Shirt Formal vVoXuE7L Copperline SlimFit Rich Purple Checked Cotton Shirt Formal vVoXuE7L
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)
Formal Shirt Checked Rich Cotton Copperline SlimFit Purple lxbzt Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Shirt SlimFit Copperline Checked Formal Cotton Purple Rich FMaf6JQV3 Cite as: Navy Fit Slim Casual Rise Mens Mid Mufti Shirts esErr8y5o
[cs.CL]
  (or Shirts White Spykar Fit Mens Slim Casual 1z1g5BgU
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Van Fit Shirt 100 Comfort Heusen White Cotton Solid Formal ISmfc
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Elegantly tailored;this purple shirt by Copperline is created for confident men who frequent boardrooms. Featuring a checks design with plain placket;it has full sleeves with mitered cuffs for a classy effect. Tailored in Slim fit from cotton Rich fabric;it will go well with black formal trousers and brown shoes.
Brand
Copperline
Product Code
APPCOPPERLINE-CCROS20118C68861B8
Color
Purple
Size
S
Material
Cotton
Occasion
Formal
Pattern
Check
Sleeve
Full Sleeves
Fit
Slim
Gender
Men
Collar Type
Classic Collar
Set Contents
1
Wash Care
Machine Wash