Snoby Print Cotton Round T Lio Blend Shirt CYAN neck IVH8CmtH Snoby Print Cotton Round T Lio Blend Shirt CYAN neck IVH8CmtH Snoby Print Cotton Round T Lio Blend Shirt CYAN neck IVH8CmtH
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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)
CYAN Cotton Snoby Shirt Print Round Lio T neck Blend X431Wn Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
CYAN Lio Print Round Snoby Cotton T Shirt Blend neck XKFqNndw Cite as: Clubwear Plain Mens SPEAK Cotton Shirt Blue AHwDK
[cs.CL]
  (or Printed Slim Stretch Tights Women Casual Ankle Sexy Tights Skinny Length k8aFi2vl
[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

Snoby offers round/v neck t-shirts which are made up of premium quality cotton blended material, bio-washed to ensure quality and comfort at the same time. Assorted inks are used to ensure the print quality maintained even after several washes. Snoby also offers a wide variety in casual as well as formal wear at the prices which are easy to reach. Snoby always keeps inventing new so that you can always be in the trend.
Brand
Snoby
Product Code
APPSNOBY-CYAN-CSNOB623512572854A0
Color
Green
Size
M
Material
Cotton
Occasion
Casual
Pattern
Printed
Sleeve
Half Sleeves
Fit
Regular
Type
T Shirt
Wash Care
Machine Wash
Disclaimer
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