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4 Women Tights Set of IndiWeaves Casual Premium Cotton Printed yCB34
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)
DJ T Blue amp Solid C shirt cY9uXy7Sdn Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
C Solid DJ T shirt amp Blue HPoWLMud Cite as: 9 Tank amp Friskers Camisole Top pack of pLH0UK
[cs.CL]
  (or Turquoise Tank Camisole amp of Friskers Pack 2 Yellow Top oyjaoJWFzy
[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

Crafted for comfort, this casual tee is apt for everyday wear. With a solid pattern and round neck, it simplifies your personality.

  • Model is 5'9", measures 34-23-35 and is wearing size M
Brand
DJ&C
Product Code
APPDJ-C-BLUE-SOBIG-323393812748D1
Type
T Shirt
Washcare
Machine Wash cold, Low Iron, Flat Dry, do not bleach
Color
Blue
Size
XS
Material
Cotton
Occasion
Casual
Pattern
Solid
Sleeve
Half Sleeves
Neck Type
V-Neck
Fit
Regular
Gender
Women