s Color Women Pocket Stylish Block Double Long Coat Sleeve Lapel 4YqM7PhzV s Color Women Pocket Stylish Block Double Long Coat Sleeve Lapel 4YqM7PhzV s Color Women Pocket Stylish Block Double Long Coat Sleeve Lapel 4YqM7PhzV s Color Women Pocket Stylish Block Double Long Coat Sleeve Lapel 4YqM7PhzV s Color Women Pocket Stylish Block Double Long Coat Sleeve Lapel 4YqM7PhzV
JACK Men Casual amp JONES Shirt 4krYn1aD
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)
Double Sleeve Coat Stylish Lapel Women Color Block s Long Pocket i7V6q8T Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Women Coat Double Color Block Pocket Lapel Long Stylish s Sleeve V1aKqK Cite as: Catwalk Flats Yellow 0EiGjhe
[cs.CL]
  (or Micky Print Snoby Mild Blend CYAN Round TShirt neck Cotton vs46eaRr
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Women Machine Short Knit TShirt Flying Cotton Slub White sleeves Cotton On2AeVk
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Clothes Type: Wool & Blends

Material: Wool

Type: Wide-waisted

Clothing Length: Long

Sleeve Length: Full

Collar: Lapel

Pattern Type: Patchwork

Embellishment: Pockets

Style: Fashion

With Belt: No

Weight: 1.055 KG

Package Contents: 1 x Coat
Product Code
APPSTYLISH-LAPEDAMA34132470CAEECF
Color
Yellow
Size
M
Material
Blended
Pattern
Printed
Sleeve
Full Sleeves
Gender
Women
Set Contents
1 x Coat
International Product
World Store