Abstractive Document Summarization without Parallel Data

30 July 2019

Papers citing "Abstractive Document Summarization without Parallel Data"

18 / 18 papers shown

Title
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 96 15 0 11 Jun 2022
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking Masaru Isonuma Junichiro Mori Ichiro Sakata BDL 38 42 0 13 Jun 2019
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 44 70 0 07 Sep 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 160 583 0 28 May 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 95 44 0 24 Apr 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 82 683 0 20 Apr 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 149 548 0 23 Feb 2018
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 248 4,011 0 14 Apr 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 125 695 0 07 Mar 2017
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 308 1,258 0 14 Nov 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 230 2,551 0 19 Feb 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 241 2,716 0 20 Nov 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 162 2,698 0 02 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 195 7,729 0 31 Aug 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 319 3,538 0 10 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 503 27,263 0 01 Sep 2014
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 160 3,089 0 09 Sep 2011