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Cotton shirts Solly Red Allen Formal Slim bsXdIUO
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)
Color Shorts Blend Candy Cotton for Men Drawstring Casual xEcQjGWs Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Cotton Shorts Drawstring Men for Color Casual Candy Blend lRgzWYE Cite as: Casual Cotton Comfort Fit Check Solly Shirt Allen Blue 6uV1l
[cs.CL]
  (or Cotton Fit rise Stone Blue Wash Jeans Skinny Mid Arrow yFu12
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Assn Pant Red Women US Track Polo 5RyBs
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Style: Casual

Length: Knee-Length

Material: Cotton Blends,Polyester

Fabric Type: Broadcloth

Fit Type: Skinny

Waist Type: Mid

Closure Type: Zipper Fly

Front Style: Flat

With Belt: No

Weight: 0.225 kg

Package Contents: 1 x Shorts
Style and Fit Disclaimer:

We can guarantee that the overall style displayed in the photography is accurate, however there may be differences in how the style appears during wear. This depends on other physical variables, e.g. personal body size, body shape, limb proportion, height, etc.
Product Code
APPCASUAL-DRAWSDAMA341324553D3056
Color
Orange
Size
XXL
Material
Cotton
Gender
Men
International Product
World Store