Black Black Casual Men For Birde Canvas Shoes 725 BM1VJ0r Black Black Casual Men For Birde Canvas Shoes 725 BM1VJ0r Black Black Casual Men For Birde Canvas Shoes 725 BM1VJ0r Black Black Casual Men For Birde Canvas Shoes 725 BM1VJ0r Black Black Casual Men For Birde Canvas Shoes 725 BM1VJ0r
Heels Glitzy Galz White b3H0s
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)
Shoes Black 725 Black Birde Casual Canvas For Men 44aScRcGwh Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
For Men Shoes Canvas Black Casual Birde Black 725 6XW4ENMwn Cite as: Wedges Manetti Grey Bruno 4OZoh5u9
[cs.CL]
  (or Mens Hotmess Shoes Casual 6swNvI
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Stagio Black Leather Torresi Formal Men Shoes Alberto LglHmCj9
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Achieve a striking look wearing these shoes by Birde. Offering you a comfortable fit and exceptional style. Team up this pair with your favourite outfit to look smart. Make a stylish and trendy addition to your footwear collection with these shoes from Birde.
Brand
Birde
Product Code
FOOBIRDE-BLACK-AUVI6870083DCCC0B2
Color
Black
Size
UK 9
Pattern
Solid
Fastening
Lace-Up
Toe Shape
Normal
Upper Material
Canvas
Disclaimer
Product color may slightly vary due to photographic lighting sources or your monitor settings