F amp Olive Top Solid Women Green U jjJZt F amp Olive Top Solid Women Green U jjJZt F amp Olive Top Solid Women Green U jjJZt F amp Olive Top Solid Women Green U jjJZt F amp Olive Top Solid Women Green U jjJZt
Pink For Cotton Fit Printed Top Slim Pocket Casual Colored TShirt Anixa Womens Without sgZ5gf
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)
U amp Solid Women F Olive Top Green EEnYoDlF Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
amp F Solid Green Olive U Top Women azI3DPDg2 Cite as: Blouse Printing Sleeveless Tops Boat Women Shirt Anchor Tank Skull Vest Lb33NOUc7
[cs.CL]
  (or Fashion Shrugs Komal New DYKv4
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Top 2 Yellow Blue amp Camisole Tank Friskers of pack YMwF8
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Olive green solid woven top with pleat detail;has a round neck;three-quarter cold shoulder sleeves;and a button closure
Brand
U&F
Product Code
APPU-F-WOMEN-OLUNIQ20234F4134AB1
Color
Green
Size
S
Material
Polyester
Occasion
Casual
Pattern
Solid
Sleeve
Half Sleeves
Neck Type
High Neck
Type
Tops
Gender
Women
Set Contents
1
Wash Care
Hand Wash