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References & Citations

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)
Shirt Blouse XL through Floral Crop 2017 See Women Mesh Top T Embroidery fTX1Z Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Floral Shirt through T Crop 2017 Women Embroidery XL Top Mesh Blouse See h8brG5s Cite as: Black Globus Top Party 1Mqc1P9sV
[cs.CL]
  (or Mens Solid White Shorts Jonney Vimal YgDJmE
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Pannkh Hooded Melange With Zipper Sweatshirts awRj1
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Attention: The size is Asian Size. It is smaller than EU/US/UK size. Please check the measurement chart carefully before you buy the item. If you don't know how to decide, welcome to contact our customer service. We will help you to choose.



Features:

Soft and fashion

The shirt is made by a kind of comfortable material.

Wearing it with a jeans will show your charm.



Specifications:

Fabric Name: Mesh

Style: European

Color: Black

Size: S, M, L, XL

Size: Asian S/M/L - US XS/S/M (1cm=0.3937inch ) (1inch=2.54cm)



US Sizes             Tag. NO          Bust(cm/inch)          Sleeve (cm/inch)        Length(cm/inch)                                                         

XS                          S                80cm/31.5"             22cm/8.7"                   49cm/19.3"

S                            M               84cm/33.1"              23cm/9.1"                   50cm/19.7"

M                            L                88cm/34.6"             24cm/9.4"                    51cm/20.1"

L                           XL                92cm/36.2"             25cm/9.8"                    52cm/20.5"



Notes:

1. Due to the different monitor and light effect, the actual color of the item might be slightly different from the color which is showed on the pictures. Thank you!

2. Please forgive 1-3cm measuring deviation due to manual measurement.

3. Asian size is smaller than EU/US/UK size, please check the detail size information before purchasing. Thanks.

4. Slightly color/pattern differences between batches.

5. Please compare the detail sizes with yours before you buy!!!

Product Code
APP2017-WOMEN-MHOME610580CC13D94D
Color
Black
Size
XL
Material
Blended
Gender
Women
Product Dimension (In CM)
500x420x10
International Product
World Store