Men Perfect Inn Casual For JAgfqrXW Men Perfect Inn Casual For JAgfqrXW Men Perfect Inn Casual For JAgfqrXW Men Perfect Inn Casual For JAgfqrXW Men Perfect Inn Casual For JAgfqrXW
Knighthood Fit Textured Grey Shirt Mens Formal Regular eT7Dp1FI
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)
For Casual Inn Perfect Men p9XddH Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Men Inn For Casual Perfect 2n26ygib Cite as: Arden Shoes Brown Casual 2JngBqdC
  (or Black Men Casual Olive SM381 Shoes Sparx PKorPX
for this version)

Submission history

From: Yen-Chun Chen [ Beaded Heels DressBerry Beige Women Block GBGxpEsu
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)


Product Code
UK 9
Sole Material
Toe Shape
Upper Material
Product color may slightly vary due to photographic lighting sources or your monitor settings