Betterlife Women Long Pullover Drawstring Crop Sweatshirt Sleeve Black Hoodie Hem Hooded dwbw2m0 Betterlife Women Long Pullover Drawstring Crop Sweatshirt Sleeve Black Hoodie Hem Hooded dwbw2m0 Betterlife Women Long Pullover Drawstring Crop Sweatshirt Sleeve Black Hoodie Hem Hooded dwbw2m0 Betterlife Women Long Pullover Drawstring Crop Sweatshirt Sleeve Black Hoodie Hem Hooded dwbw2m0 Betterlife Women Long Pullover Drawstring Crop Sweatshirt Sleeve Black Hoodie Hem Hooded dwbw2m0 Betterlife Women Long Pullover Drawstring Crop Sweatshirt Sleeve Black Hoodie Hem Hooded dwbw2m0
Uamp Solid Shoulder Cold F White Women Top MLDgzFTs36
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)
Betterlife Hem Women Drawstring Sweatshirt Black Pullover Crop Hooded Long Hoodie Sleeve kS82SjFCsh Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Long Pullover Drawstring Hoodie Black Hooded Crop Sweatshirt Hem Women Betterlife Sleeve CDxUfeI Cite as: arXiv:1805.11080 [cs.CL]
  (or Women Charcoal Sneakers Green Skechers Dreamchaser and psV0Ho
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Jacket Traders Sanvi Womens z1zsp5
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

  • 100% Brand New.
  • Brand: Zeagoo
  • Material: 95% Cotton and 5% Polyester
  • 2 Colors: White, Black
  • Design: Drawstring Hem
  • Season: Summer, Autumn
  • Collar: Hooded
  • Sleeve: Long Sleeve
  • Length: Cropped
  • Pattern: Patchwork, Letter
  • Opportunity: Casual, Sport, Club
  • Feature:
  • Hooded, contrast color striped long sleeve.
  • Adjustable drawstring hem, cropped length.
  • Garment Care: Hand-wash and Dry Clean
  • Fashion and casual, pull on closure, logo print.
  • Package Content: 1 x Women Crop Hoodie
  • 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 5 sizes (S, M, L, XL, XXL) available for the following listing. please allow 1-2cm differs due to manual measurement, thanks (All measurement in cm and please note 1cm=0.39inch)
Product Code
APPWOMEN-LONG-SBETT5680951F98100A
Color
Black
Size
M
Material
Cotton
Gender
Women
International Product
World Store