Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X Women Striped Loose Elastic T Sleeve Blue Puff Casual shirt Stand Tops Waist Collar 7NYmJ5X
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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)
Collar Tops Striped Loose Stand Casual Waist Blue Sleeve Women Puff T shirt Elastic z0eaLsY1xV Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Elastic Casual Stand Striped shirt Collar Women Sleeve Loose Waist T Blue Tops Puff RZEY91fpr Cite as: Solid by Jeans SF Jeans Pantaloons Mens vcMdHn
[cs.CL]
  (or JUSTANNED JACKET WOMENS SLEEK LEATHER QW7xfQ
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Pink Heusen Van Shirt sL9pDmH
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description



. Brand: Meaneor Material: 35% Cotton;65% Polyester Colors: Blue Sleeve: Long Sleeve Collar: Stand Collar Style: Fashion T-shirt Season: Spring;Autumn Pattern: Striped Length Style: Waist Length Color Style: Contrast Color Fit Style: Loose Design: Drop Shoulder;Elastic Waist Opportunity: Casual;leisure Garment Care: Washing max 40°C;Iron with press cloth;Do not tumble dry;Do not bleach. Package Content: 1 x Women Tops Our Model Information: Height 172cm;Bust 87cm;Waist 60cm;Hip 89cm Note: As different computers display colors differently;the color of the actual item may vary slightly from the above images;thanks for your understanding. Size: There are 4 sizes (S;M;L;XL) available for the following listing. please allow 1-2cm differs due to manual measurement;thanks (All measurement in cm and please note 1cm=0.3937inch)

Product Code
APPWOMEN-PUFF-SBETT568095DF388999
Color
Blue
Size
S
Material
Blended
Occasion
Formal
Pattern
Striped
Sleeve
Full Sleeves
Neck Type
High Neck
Fit
Regular
Type
Tops
Set Contents
1 x Women Tops
International Product
World Store