BottleSum: Unsupervised and Self-supervised Sentence Summarization using
the Information Bottleneck Principle

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

16 September 2019

Yejin Choi

Papers citing "BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle"

16 / 16 papers shown

Title
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective Zeyu Gan Yong Liu SyDa 80 4 0 02 Oct 2024
Simple Unsupervised Summarization by Contextual Matching Jiawei Zhou Alexander M. Rush 41 32 0 31 Jul 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 189 1,472 0 03 Jun 2019
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression Christos Baziotis Ion Androutsopoulos Ioannis Konstas Alexandros Potamianos 51 83 0 07 Apr 2019
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 48 65 0 05 Oct 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 44 71 0 07 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 315 2,661 0 20 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 318 10,284 0 10 Jul 2018
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 87 772 0 30 Oct 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 70 211 0 02 Aug 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 293 4,019 0 14 Apr 2017
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 350 223 0 23 Sep 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 67 809 0 23 Mar 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 250 2,554 0 19 Feb 2016
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 182 2,700 0 02 Sep 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 341 3,547 0 10 Jun 2015

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.