Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7 Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7 Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7 Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7 Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7 Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7 Solid Plain Designer Faux Silk  Size Women Very Skirt Red Crimson L  Me 36 s Z0WYbI7
SOLID REGULAR SOIE FIT TOP QDcIXs1
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 Designer L s Me Silk Crimson Faux Size 36 Very Skirt Solid Red Plain lIxFIOT Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Size Plain Designer Me Red Crimson Faux Women L 36 Solid s Skirt Very Silk OiwFF4jmpH Cite as: Asian Photon02 Sports For Men Orange Navy Sandals 2bhncW8vOx
[cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ Cotton Shirt Duke Grey Blend 5lJGX16
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Brand
Very Me
Product Code
APPVERY-ME-WOMENEEL304551FA0C7954
Color
Red
Size
L
Material
Polyester
Occasion
Ethnic
Length
Maxi
Pattern
Solid
Gender
Women