Clothes Elk Blouse Sweatshirt Pullover Christmas Snowflake Long Women M Sleeve ZtJz7WYA4u Clothes Elk Blouse Sweatshirt Pullover Christmas Snowflake Long Women M Sleeve ZtJz7WYA4u Clothes Elk Blouse Sweatshirt Pullover Christmas Snowflake Long Women M Sleeve ZtJz7WYA4u Clothes Elk Blouse Sweatshirt Pullover Christmas Snowflake Long Women M Sleeve ZtJz7WYA4u
We gratefully acknowledge support from
the Simons Foundation
and member institutions

References & Citations

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)
Elk Women Blouse Christmas M Sleeve Long Sweatshirt Pullover Clothes Snowflake f2PSWDvXy Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Elk Clothes Pullover Sweatshirt Christmas Women Sleeve Long M Snowflake Blouse EF5mN9 Cite as: Fit Cotton Contemporary Raymond White Shirt OqYP8RI
[cs.CL]
  (or Lycra RS SH Shorts Black Purple 03C Restless GuwrqrO8
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Sleeve Shirt Casual Blouse Shoulder Stripe Off Tee Tops Navy Long Tight Women PuMLH6s
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Women Christmas Elk Snowflake Long Sleeve Pullover Sweatshirt Blouse Clothes

 NOTE: Please compare the detail sizes with yours before you buy!!! Use similar clothing to compare with the size.

Specifications:

  • Material : Polyester

  • Clothing Length:Normal

  • Sleeve Length:Full

  • Decoration: None

  • Pattern Type:Printed

  • Sleeve Style:Normal

  • Style:Fashion

  • Package include:1PC Sweatshirt

Size Details:

Size:M

Bust:108cm/42.5" Shoulder:43cm/16.9" Sleeve:61 cm/23.6" Length:64cm/25.2"



Product Code
APPWOMEN-CHRISTYAAR610619A41630BA
Color
Black
Size
M
Material
Polyester
Gender
Women
International Product
World Store