T Cream Shirt People lfz2YW9g T Cream Shirt People lfz2YW9g T Cream Shirt People lfz2YW9g T Cream Shirt People lfz2YW9g T Cream Shirt People lfz2YW9g
Red Combo Long Short Shrugs of Purple cSEG5v
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)
People Shirt T Cream gwmwyL Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
T People Shirt Cream 5JnLBRRaC Cite as: arXiv:1805.11080 [cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ 2 skin Red pack Friskers Top Tank Camisole of amp pOixJMTa
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[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Flaunt your love for a trendy look in this cream round-neck T-shirt from People. Made from pure cotton;this design features an attractive print on the front. Team this short sleeve tee with denims and canvas shoes for a flea market fest with friends.
Brand
People
Product Code
APPPEOPLE-CREAMADIT509965B79DA68
Ean Code
8907496186404
Collection
People
Color
White
Size
XL
Material
Cotton
Occasion
Casual
Pattern
Solid
Sleeve
Half Sleeves
Neck Type
V-Neck
Gender
Women
Set Contents
1