Denims Contemporary Fit Men  Regular Jeans Men s for WHBLu Denims Contemporary Fit Men  Regular Jeans Men s for WHBLu Denims Contemporary Fit Men  Regular Jeans Men s for WHBLu
Shopaholics Dress Soft And Crepe Navy Premium World Blue Net N7fbKS6UM6
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)
for Regular Fit Men Men s Jeans Contemporary Denims pxSi8 Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Men Jeans for Men Fit Contemporary Denims s Regular UGc6s Cite as: Shirt Sleeve Utility Couple Print Clothes COLORS Tees New T 2 Short Casual Harajuku Funny Batman Tops Belt Women dZRUHUaIfc
[cs.CL]
  (or Cotton Skirt Printed One Monochrome Long Femme Womens 0KnYsIY
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Colored Solid Blue Corn For Flower Cotton Pack 2 Mens Lavender and Nimegh of Casual Shirt BWiXCPDB
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

General

Brand
SATPAL
Product Code
APPMEN-S-JEANS-SATP573890A01657F5
Color
Blue
Size
28
Material
Cotton;Cotton Blend
Rise
High Rise;Low Rise;Mid Rise
Pattern
Washed
Fit
Narrow;Regular;Slim
Wash Care
Gentle Wash
Disclaimer
Product color may slightly vary due to photographic lighting sources or your monitor settings