Jeans  Blue s ROCKERS ROAD Men Rise Fit Mid Slim yJfPA3oi Jeans  Blue s ROCKERS ROAD Men Rise Fit Mid Slim yJfPA3oi Jeans  Blue s ROCKERS ROAD Men Rise Fit Mid Slim yJfPA3oi Jeans  Blue s ROCKERS ROAD Men Rise Fit Mid Slim yJfPA3oi Jeans  Blue s ROCKERS ROAD Men Rise Fit Mid Slim yJfPA3oi
We gratefully acknowledge support from
the Simons Foundation
and member institutions
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)
Slim ROAD Men Blue Fit s Mid ROCKERS Rise Jeans b14JSjB92v Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Blue s Men ROAD Mid Slim ROCKERS Fit Jeans Rise kFDrpuDil Cite as: arXiv:1805.11080 [cs.CL]
  (or Light Shirt42 Formal Fit Grey Dobby Regular Greenfibre KLG3Cm8HFm
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ NARROW Jeans FIT Mufti Dark Blue Mens Rise Mid vwIu9bgY
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Men's Slim Fit Stretch Denim Jeans From Road Rockers aims to offer customers a variety of the most fashion and original style to make them unique or personailzed in the whole season. Get ready to make heads turn your way with this pair from Road Rockers. These jeans from Road Rockers have been designed to give you comfort all day long and will make you stand out definitely. Dyed to give you an authentic vintage feel and not to mention;its versatility and comfort will make it one of your favorites. Made from top quality fabric;Road Rockers jeans are among the must have essentials of your wardrobe. To complete the look;we recommend you to team it with a crisp casual or formal shirt;belt and sandals for a smart work and pleasure ensemble.
Brand
ROAD ROCKERS
Product Code
APPROAD-ROCKERSP5-E795349139AD6
Color
Blue
Size
34
Material
Cotton
Rise
Mid Rise
Pattern
Solid
Fit
Slim
Gender
Men
Set Contents
1
Wash Care
Machine Wash
Style Code
RJ-153_INK-BLUE