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Stepwise Extractive Summarization and Planning with Structured Transformers

Oct 06, 2020
Shashi Narayan, Joshua Maynez, Jakub Adamek, Daniele Pighin, Blaž Bratanič, Ryan McDonald

* 17 pages, EMNLP 2020 

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On Faithfulness and Factuality in Abstractive Summarization

May 02, 2020
Joshua Maynez, Shashi Narayan, Bernd Bohnet, Ryan McDonald

* ACL 2020, 14 pages 

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QURIOUS: Question Generation Pretraining for Text Generation

Apr 23, 2020
Shashi Narayan, Gonçalo Simoes, Ji Ma, Hannah Craighead, Ryan Mcdonald

* 9 pages 

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Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation

Nov 15, 2019
Ran Tian, Shashi Narayan, Thibault Sellam, Ankur P. Parikh


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Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

Jul 29, 2019
Sascha Rothe, Shashi Narayan, Aliaksei Severyn


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What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks

Jul 19, 2019
Shashi Narayan, Shay B. Cohen, Mirella Lapata

* Accepted to appear in Journal of Artificial Intelligence Research (JAIR), 37 pages 

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HighRES: Highlight-based Reference-less Evaluation of Summarization

Jun 04, 2019
Hardy, Shashi Narayan, Andreas Vlachos

* Accepted for ACL 2019 

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Jointly Extracting and Compressing Documents with Summary State Representations

Apr 05, 2019
Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen

* NAACL 2019 

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Privacy-preserving Neural Representations of Text

Aug 28, 2018
Maximin Coavoux, Shashi Narayan, Shay B. Cohen

* EMNLP 2018 

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Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Aug 27, 2018
Shashi Narayan, Shay B. Cohen, Mirella Lapata

* 11, 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 

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Ranking Sentences for Extractive Summarization with Reinforcement Learning

Apr 16, 2018
Shashi Narayan, Shay B. Cohen, Mirella Lapata

* NAACL 2018, 13 pages 

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Split and Rephrase

Jul 21, 2017
Shashi Narayan, Claire Gardent, Shay B. Cohen, Anastasia Shimorina

* 11 pages, EMNLP 2017 

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Unsupervised Sentence Simplification Using Deep Semantics

Sep 07, 2016
Shashi Narayan, Claire Gardent

* 10 pages, INLG 2016 

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Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing

Aug 05, 2016
Shashi Narayan, Siva Reddy, Shay B. Cohen

* 10 pages, INLG 2016 

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Encoding Prior Knowledge with Eigenword Embeddings

Jul 27, 2016
Dominique Osborne, Shashi Narayan, Shay B. Cohen

* in Transactions of the Association of Computational Linguistics (TACL), 2016 

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Optimizing Spectral Learning for Parsing

Jun 14, 2016
Shashi Narayan, Shay B. Cohen

* 11 pages, ACL 2016 

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Diversity in Spectral Learning for Natural Language Parsing

Aug 15, 2015
Shashi Narayan, Shay B. Cohen


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