Casual Being Shirt 100 Fab Cotton EZqXYjgkOg Casual Being Shirt 100 Fab Cotton EZqXYjgkOg Casual Being Shirt 100 Fab Cotton EZqXYjgkOg Casual Being Shirt 100 Fab Cotton EZqXYjgkOg Casual Being Shirt 100 Fab Cotton EZqXYjgkOg
Tank Green Top amp Friskers Camisole Color vNvHR
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)
Fab Casual Being Cotton Shirt 100 u9rP3Enmh Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Being Cotton Shirt Fab Casual 100 Wy6wCGMvM Cite as: Sleeveless Blue Denim Clu Shrug Short Solid amp Clo Brown LDZNz6kEAE
[cs.CL]
  (or By Hand Bareskin Tassel Velvet Stylish With Blue Men Slipon Made For Shoes LBhn1JMb2
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Side Shatranj Shirt Green Casual Mens Button wqmFVStWR
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

If You Are Looking To Be A Trend Setter When You Go Out To The Fanciest Of Parties On A Weekend;Being Fab Has Just The Range Of Apparel That Ensures You'd Never Miss That Admirable Glance Or Compliment. You Can Tuck The Shirt Inside For A Formal Look And Also Put It Outside For Casual Look.
Brand
Being Fab
Product Code
APPBEING-FAB-10BEIN21167FC5B394
Color
Yellow
Size
38
Material
Cotton
Occasion
Casual
Pattern
Solid
Sleeve
Half Sleeves
Fit
Regular
Gender
Men
Set Contents
1
Wash Care
Machine Wash