New s Net Half Kritika Shrug f7knuJS0M New s Net Half Kritika Shrug f7knuJS0M New s Net Half Kritika Shrug f7knuJS0M New s Net Half Kritika Shrug f7knuJS0M New s Net Half Kritika Shrug f7knuJS0M New s Net Half Kritika Shrug f7knuJS0M
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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)
s New Shrug Kritika Net Half 9piWoO Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Half s Net Shrug Kritika New Qo8lUKIr4 Cite as: Veltex 170GSM Shrug Cotton Lycra Pink Biyu HZpxJDiZ
[cs.CL]
  (or Angelo Formal Men Black Mazzi Shoes J2Xbo
[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

This Short and Smart Net Shrug for your casual and formal outings. This fabric is strecheable that gives you a perfect fit to flaunt your figure. This will surely make your companions to you and appreciate your fashion sense. and slim fit denim or black Jeans;jeggings to look also fabulous.
Brand
kritika world
Product Code
APPKRITIKA-S-NEKRIT37305362B1265
Color
Multi
Size
XL
Material
Net
Occasion
Party
Type
Shrugs
Set Contents
2
Wash Care
Hand Wash