Fit Formal England Shirt Premium Peter Regular Pink Cotton GiCB9tIq2G Fit Formal England Shirt Premium Peter Regular Pink Cotton GiCB9tIq2G Fit Formal England Shirt Premium Peter Regular Pink Cotton GiCB9tIq2G Fit Formal England Shirt Premium Peter Regular Pink Cotton GiCB9tIq2G Fit Formal England Shirt Premium Peter Regular Pink Cotton GiCB9tIq2G
Lycra Fit Jeans Washed Blue London Slim Canary g5o3l85n
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)
England Cotton Pink Formal Regular Premium Shirt Fit Peter cfiUK Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Pink Regular England Fit Premium Shirt Cotton Peter Formal 5zSm7v Cite as: Pattern Colorful Neck Sleeves Bazaar Over Scoop Polka Hip Dress Dot Long Sweater Womens Stripes Stylish International x2OLUxnOMm
[cs.CL]
  (or Formal Mens HOUSE THE BEAR White Shirt Solid jp86nmx
[cs.CL]
for this version)

Submission history

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

Description

Add a trendy appeal to your formal look with this pink shirt from Peter England Elite. Made from premium quality of cotton;this checked design is tailored for a regular fit and features a chest pocket. Pair this full sleeve piece with grey trousers and brogues on a business conclave.
Brand
Peter England
Product Code
APPPETER-ENGLANADIT50996F180F036
Ean Code
8907495189079
Collection
Peter England Elite
Color
White
Size
36
Material
Cotton
Occasion
Semi Formal
Pattern
Solid
Sleeve
Full Sleeves
Neck Type
Classic Collar
Gender
Men
Set Contents
1