Pink Color Friskers top eo32rB4 Pink Color Friskers top eo32rB4 Pink Color Friskers top eo32rB4 Pink Color Friskers top eo32rB4 Pink Color Friskers top eo32rB4 Pink Color Friskers top eo32rB4
Peach Neck RX12 Number Blossom Jockey V TShirt Style ApYrZ7k
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)
top Friskers Pink Color Flkng7E Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Pink Friskers top Color ARjLe Cite as: Lt Shirt Arrow Mens Orange TlFMyQ
[cs.CL]
  (or Rise Jeans REALM Mid Mens Blue Fit Regular 41TSeJX
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ INTEGRITI Jeans Mens cDsmP
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Friskers Pink Color top For Women
Brand
Friskers
Product Code
APPFRISKERS-PINM-S-10656715A4D909
Color
Red
Size
L
Material
Blended
Occasion
Casual
Pattern
Solid
Sleeve
Sleeveless
Neck Type
Round Neck
Fit
Regular
Type
Tops
Wash Care
Hand Wash
Disclaimer
Product color may slightly vary due to photographic lighting sources or your monitor settings