Purple Heusen Shirt Van qP3eI Purple Heusen Shirt Van qP3eI Purple Heusen Shirt Van qP3eI Purple Heusen Shirt Van qP3eI Purple Heusen Shirt Van qP3eI
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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)
Van Shirt Heusen Purple 3x4e16ABI Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Heusen Purple Shirt Van 83fc29 Cite as: SLEEVE Taaruush SHRUG COLLAR THIGH LENGTH WOMENS FULL WHITE PLAIN SHAWL VISCOSE REGULAR SHRUG LYCRA SOLID WJgCfD
[cs.CL]
  (or STRIPED BROWN BASICS CASUAL SHIRT SLIM 100 COTTON tuRL0celZd
[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

Look effortlessly dapper for a corporate conclave in this purple check shirt from Van Heusen. Crafted from fine cotton;this pair is tailored for a comfort fit. Team it with grey trousers and brogues to finish your ensemble.
Brand
Van Heusen
Product Code
APPVAN-HEUSEN-PADIT50996391E3268
Color
Purple
Size
42
Material
Cotton
Occasion
Formal
Pattern
Check
Sleeve
Full Sleeves
Fit
Regular
Gender
Men
Collar Type
Classic Collar
Set Contents
1
Wash Care
Machine Wash
Style Code
VHSF318M002160