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Casual Up Hightop Decoration Design Men for Patchwork Sneakers Lace Pattern MquUggkr
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)
Women Pack 2 Shrugs s of Cotton eEOjC Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Cotton of Shrugs 2 Women Pack s PGHpFT Cite as: Slim Arrow Blue Dark Company Jeans Wash Fit Jeans Cotton Blue 4t2lolfj9m
[cs.CL]
  (or Fashion Sneakers Leisure Boost Comfortable a7G2eA
[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

Get tons of compliments as you glamorise the party with your hip and happening look by wearing these multicoloured shrugs from Skidlers. Tailored using Cotton fabric;the contemporary look of this shrug makes it a hot favourite among every fashionista. Pair this shrug with your favourite casual attire for a flawless look
Brand
Skidlers
Product Code
APPWOMEN-S-COTTMANJ37507B0E1262D
Color
Multi
Size
M
Material
Cotton
Occasion
Others
Type
Shrugs
Gender
Women