Cotton Arrow Pink Patterned Shirt Slim Fit yK8xQYKj Cotton Arrow Pink Patterned Shirt Slim Fit yK8xQYKj Cotton Arrow Pink Patterned Shirt Slim Fit yK8xQYKj Cotton Arrow Pink Patterned Shirt Slim Fit yK8xQYKj Cotton Arrow Pink Patterned Shirt Slim Fit yK8xQYKj Cotton Arrow Pink Patterned Shirt Slim Fit yK8xQYKj
of shortSet trending cotton 3 Candy House 4ftmFxnsRK
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)
Patterned Pink Shirt Fit Slim Arrow Cotton bxaLwqN2UA Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Cotton Shirt Slim Fit Patterned Pink Arrow EMnFv2bbS Cite as: Heusen Blue Van Shirt 7fVSXYWwLg
[cs.CL]
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ Chief RC3553 Leather Red 001 Casual Shoe Black Mens tWPM9JFS
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

This patterned shirt by Arrow is a part of the brand's Premium Collection. Cut from cotton in a slim fit;it's detailed with a cutaway collar;patched chest pocket and long sleeves. Wear it with black suiting for a sharp look.
Brand
Arrow
Product Code
APPARROW-PINK-CARVI763657B1624581
Color
Pink
Size
48
Material
Cotton
Occasion
Formal
Pattern
Solid
Sleeve
Full Sleeves
Neck Type
Classic Collar
Fit
Slim
Gender
Men
Collar Type
Classic Collar
Set Contents
1
Wash Care
Gentle Wash
Style Code
L4LORUDU6X9