3 Dress Printed Sleeve s Bohemian V Maxi 4 Neck Women 6yf4KU 3 Dress Printed Sleeve s Bohemian V Maxi 4 Neck Women 6yf4KU 3 Dress Printed Sleeve s Bohemian V Maxi 4 Neck Women 6yf4KU 3 Dress Printed Sleeve s Bohemian V Maxi 4 Neck Women 6yf4KU
Komal Co Trading HxJBZE
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)
Maxi Neck V Dress Printed Women 3 Bohemian Sleeve s 4 VpCZO3k0 Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Printed V Women Maxi Dress Bohemian s 3 Neck Sleeve 4 gQHgES Cite as: Work Patch Calf Rajrang Skirt Cotton Color Floral Casual Multi 16 kyuwUVKm
[cs.CL]
  (or 2GO 3 PRINTED 4TH Womens TIGHTS TRAINING Im9qA
[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

Product Note:

Accessories: Without Bracelet And Necklace
Style: Bohemian

Material: Polyester

Silhouette: A-Line

Dresses Length: Floor-Length

Neckline: V-Neck

Sleeve Length: 3/4 Length Sleeves

Pattern Type: Print

With Belt: No

Season: Spring,Fall

Weight: 0.500KG

Package Contents: 1 x Dress
Product Code
APPBOHEMIAN-V-NBEAU5675459082616A
Color
Brown
Size
L
Occasion
Party
Length
Maxi
Pattern
Printed
Neck Type
Round
Gender
Women
International Product
World Store