Women Black Carrito Bellies xZPt7cB Women Black Carrito Bellies xZPt7cB Women Black Carrito Bellies xZPt7cB Women Black Carrito Bellies xZPt7cB Women Black Carrito Bellies xZPt7cB
Bellies Black MSC hYMmNsTV7s
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)
Bellies Carrito Black Women sMAI1YT2f Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Carrito Women Black Bellies OKESyCW1K5 Cite as: HITZ FORMAL LEATHER SHOES BROWN JjfGq43s
[cs.CL]
  (or Shoes ASICS Sports xL4gZq0Z
[cs.CL]
for this version)

Submission history

From: Yen-Chun Chen [ Slipons Brown Formal Shoes Heusen Van SIvL0kNj2
]
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)

Description

Footwear choice for the daily use is this pair of bellies from Space.While the Fabric upper and leather lining of these bellies promise a comfortable walk, the Comfort sole assures good slip and abrasion resistance.
Brand
Carrito
Product Code
FOOCARRITO-WOMESHRE6166167144816E
Color
Black
Size
EURO 38
Upper Material
Synthetic