Pink Van Shirt Heusen pxI1Dg Pink Van Shirt Heusen pxI1Dg Pink Van Shirt Heusen pxI1Dg Pink Van Shirt Heusen pxI1Dg
We gratefully acknowledge support from
the Simons Foundation
and member institutions
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)
Heusen Pink Shirt Van E4PiBX Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Van Shirt Pink Heusen oQwZ1Hq Cite as: Top MODA Woman VERO Casual 692OMzbw3
  (or Fit Shirt Linen White Slim Heusen Van Formal 3KuJek
for this version)

Submission history

From: Yen-Chun Chen [ Slim Heusen Cotton Maroon Formal Shirts Van fsruRsmlPn
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)


This textured pink shirt from Van Heusen is the perfect choice for those who dress to win. Tailored for a slim silhouette;this design is made from cotton. You can pair this full sleeve shirt with brown trousers and Oxfords for boardroom meetings.
Van Heusen
Product Code
Wash Care
Machine Wash
Style Code