Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev Sleeve Loose Print V Neck Shirts Casual Tops Long White Women Blouse YJ0Ev
Womens Plain Sutra Campus Sweatshirt yEM8Bk
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)
Casual Tops Neck Shirts White Women Long Blouse V Print Loose Sleeve oDRYE0II Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Neck Tops Loose Print Casual Shirts White V Women Sleeve Long Blouse 3etd3 Cite as: Jones Jack Shirts amp Mens Emjrk
[cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ Womens of 2 shrugsPack Cotton TcVs1a
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description



. Material: 100% Rayon Item: Tops Closure Type: Pullover Style: Casual Design: Loose;Tunic;Round Hemline Season: Spring;Autumn Collar: V-Neck Sleeve: Long Sleeve Pattern: Print Gender: Women Fit Style: Loose Opportunity: Casual Package Content: 1 x Women Tops 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=0.3937inch)

Product Code
APPWOMEN-CASUALBETT5680955633B779
Color
White
Size
S
Material
Rayon
Occasion
Casual
Pattern
Printed
Sleeve
Full Sleeves
Neck Type
V-Neck
Fit
Regular
Type
Tops
Set Contents
1 x Women Tops
International Product
World Store