Regular Blended Allen Solly Blue Jeans 0KKxngi1t Regular Blended Allen Solly Blue Jeans 0KKxngi1t Regular Blended Allen Solly Blue Jeans 0KKxngi1t Regular Blended Allen Solly Blue Jeans 0KKxngi1t
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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)
Regular Jeans Blended Allen Blue Solly tGxhHfAcri Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Blended Allen Jeans Blue Solly Regular nhSJp Cite as: arXiv:1805.11080 [cs.CL]
  (or Sheer Blouse Chiffon Fashion Mesh Sexy Long Patchwork Women Pleated Sleeve Ruffle fWA6O
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Blue Leather Formal FAMOS Shoes Ziraffe 3pyXojTvY
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Go casual yet super-smart in these mid-washed blue jeans from Solly by Allen Solly. Crafted from cotton with a hint of stretch;this pair is cut in a regular fit. These denims can be worked with a trendy tee and ballerinas.
Brand
Allen Solly
Product Code
APPALLEN-SOLLY-ADIT5099667D9E245
Color
Blue
Size
26
Material
Blended
Length
Ankle Length
Pattern
Solid
Fit
Regular
Type
Jeans
Gender
Women
Article Identifier Type
Ean Code
Article Identification Value
8907587897110
Style Code
AWDN517U00791