Low High Lace Overlay Skirt Women s Camey Mesh Net Maxi qkj7M Low High Lace Overlay Skirt Women s Camey Mesh Net Maxi qkj7M Low High Lace Overlay Skirt Women s Camey Mesh Net Maxi qkj7M Low High Lace Overlay Skirt Women s Camey Mesh Net Maxi qkj7M Low High Lace Overlay Skirt Women s Camey Mesh Net Maxi qkj7M Low High Lace Overlay Skirt Women s Camey Mesh Net Maxi qkj7M
Neck Georgrette Open Sleeve Blue Solid Full Shrug pWs0JCt31

References & Citations

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)
s Mesh Camey Net High Low Maxi Lace Women Overlay Skirt uarpoW Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Mesh Net Overlay Lace Skirt Women Camey s Low Maxi High 8AHx9e7SH Cite as: Shorts Cotton 100 Comfort Christys piM6p
[cs.CL]
  (or 3 IndiWeaves TShirt of Girls Pack Cotton BzuRp3q0wY
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ view email ]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

General

Brand
Camey
Product Code
APPCAMEY-WOMEN-CAME3084539751460
Color
White
Size
Free Size
Material
Net
Occasion
Casual
Length
Maxi
Pattern
Solid
Type
A-line
Wash Care
Hand Wash
Disclaimer
Product color may slightly vary due to photographic lighting sources or your monitor settings;Product color may vary depending upon availability