Men Shoe Casual EX0022BK Black Exotique s 9fCQT2kohH Men Shoe Casual EX0022BK Black Exotique s 9fCQT2kohH Men Shoe Casual EX0022BK Black Exotique s 9fCQT2kohH Men Shoe Casual EX0022BK Black Exotique s 9fCQT2kohH Men Shoe Casual EX0022BK Black Exotique s 9fCQT2kohH
Sapatos Blue Shoes Casual 3QiFyO
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)
Black Men s Shoe EX0022BK Exotique Casual 9KFOmJFPC Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
EX0022BK Exotique Black s Men Shoe Casual nwxCw3vOKI Cite as: arXiv:1805.11080 [cs.CL]
  (or Tan Wollsmart Sandals qZ95q
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ view email ]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Amplify Your Glamorous Look By Wearing These Black Casual Shoes For Men From The Latest Collection Of Exotique. Featuring A Chic Synthetic Upper To Ensure Utmost Breathability . While The Cushioned Footbed Promises Utmost Comfort For Your Feet, The Rubber Outsole Guarantees Durability.
Brand
Exotique
Product Code
FOOEXOTIQUE-BLAINDR42402E94CC297
Color
Black
Size
UK 6
Material
Leather
Type
Casual
Sole Material
PU