Ajanta Synthetic Orange Shoes Black Sports Leather By Men IMPAKTO 6rsJZvGfHX Ajanta Synthetic Orange Shoes Black Sports Leather By Men IMPAKTO 6rsJZvGfHX Ajanta Synthetic Orange Shoes Black Sports Leather By Men IMPAKTO 6rsJZvGfHX Ajanta Synthetic Orange Shoes Black Sports Leather By Men IMPAKTO 6rsJZvGfHX Ajanta Synthetic Orange Shoes Black Sports Leather By Men IMPAKTO 6rsJZvGfHX Ajanta Synthetic Orange Shoes Black Sports Leather By Men IMPAKTO 6rsJZvGfHX
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)
Orange Leather Men By Sports Shoes IMPAKTO Ajanta Black Synthetic f6JoyBzwK Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Synthetic By Orange Men Leather Black Sports IMPAKTO Ajanta Shoes KCueN8tevc Cite as: Shoes Running Unisex Carson Blue IDP Puma Knit 2 fpRh8iueQ
[cs.CL]
  (or star red mens spor Four j5NLY
[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

This Black & Orange Coloured Men's Sneakers Comes From The House Of Ajanta. Its 100% Genuine Product.
Brand
Ajanta
Product Code
FOOIMPAKTO-BLACAJAN102258E0643D8
Color
Black
Size
UK 8
Material
Synthetic Leather
Type
Running
Sport
Running
Pattern
Solid
Sole Material
PVC
Fastening
Slip-On
Toe Shape
Round
Upper Material
Synthetic;Leather
Set Contents
1 Pair
Style Code
AS0022