Splicing Plaid Hoodie Drawstring nLPKwC0G Splicing Plaid Hoodie Drawstring nLPKwC0G Splicing Plaid Hoodie Drawstring nLPKwC0G Splicing Plaid Hoodie Drawstring nLPKwC0G
Cotton Shirt White People nJxUy
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)
Hoodie Plaid Splicing Drawstring cQBUnmrvT Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
Hoodie Drawstring Plaid Splicing HImODs1 Cite as: Shirt Blue Combo Mens Regulare Shirt 2 Pink Of Fit amp E8zSdpZ
  (or arXiv:1805.11080v1 [cs.CL] for this version)

Submission history

From: Yen-Chun Chen [ Patchwork Shirts Tank Tops Summer Women M Fashion Tassel Strap Hollow Out w7CE8ud
[v1] Mon, 28 May 2018 17:49:10 GMT (552kb,D)


Material: Cotton,Polyester

Clothing Length: Regular

Sleeve Length: Full

Style: Fashion

Pattern Style: Plaid

Season: Fall,Winter

Weight: 0.450kg

Package Contents: 1 x Hoodie
Product Code
Full Sleeves
International Product
World Store