Arrow Slim Check Shirt Blue Fit Cotton dQRgUA7N Arrow Slim Check Shirt Blue Fit Cotton dQRgUA7N Arrow Slim Check Shirt Blue Fit Cotton dQRgUA7N Arrow Slim Check Shirt Blue Fit Cotton dQRgUA7N Arrow Slim Check Shirt Blue Fit Cotton dQRgUA7N Arrow Slim Check Shirt Blue Fit Cotton dQRgUA7N
Blue Uno Numero Rise Fit Mid Martin Slim RpRq1VQ
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)
Slim Shirt Blue Arrow Fit Cotton Check 5RnFrkeExz Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Cotton Shirt Fit Arrow Check Blue Slim AjFVAK Cite as: Shoulder Abstract White with Black Yoke Lace Cold Print Crepe Top rwEFaegL
[cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ TShirt Round Cotton Print Blend Krishan neck Pink Shree Snoby 6VXj3OgbT
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Smart workwear staples are an integral part of Arrow's refined designs. This check shirt is impeccably tailored in a slim fit and has a spread collar and long sleeves with mitered cuffs. Wear yours to anchor sharp boardroom looks.
Brand
Arrow
Product Code
APPARROW-BLUE-CARVI763657FD9E43FA
Color
Blue
Size
46
Material
Cotton
Pattern
Check
Sleeve
Full Sleeves
Fit
Slim
Gender
Men
Collar Type
Spread Collar
Set Contents
1
Wash Care
Gentle Wash
Style Code
TVU7DV57X9A