Shirt Blend Fit Slim Lilac Peter Formal England Cotton Solid R7eobKy Shirt Blend Fit Slim Lilac Peter Formal England Cotton Solid R7eobKy Shirt Blend Fit Slim Lilac Peter Formal England Cotton Solid R7eobKy Shirt Blend Fit Slim Lilac Peter Formal England Cotton Solid R7eobKy
Red Famozi Casual Shoes XAHh2g4n
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)
Fit Formal Lilac Peter England Blend Cotton Slim Solid Shirt JbJLGdIC Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Peter Cotton Shirt Slim Fit England Formal Lilac Blend Solid 51N7D Cite as: arXiv:1805.11080 [cs.CL]
  (or Canvas Casual Gasser Mens Shoes LionblueSize8 SXhnjokoW
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ TShirt Hotfits Print Graphic Women Pink Round Neck hnJhb85
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Look Stylish In This Lilac Shirt By Peter England. Made From 55% Cotton And 45% Polyester;This Slim-fit Shirt Is Both Trendy And Comfortable. Pair It With Tailored Black Trousers And Matching Black Oxfords For A Suave Finish. Wear It For Important Meetings At Work Or Dress To Impress At After-work Dinner Parties In This Ensemble.
Brand
Peter England
Product Code
APPPETER-ENGLANADIT50996BE8F224C
Collection
Peter England
Color
Purple
Size
39
Material
Blended
Occasion
Formal
Pattern
Solid
Sleeve
Full Sleeves
Fit
Slim
Gender
Men
Collar Type
Classic Collar
Set Contents
1