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"

10 / 10 papers shown

Title
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective Zeyu Gan Yong Liu SyDa 46 1 0 02 Oct 2024
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences Tatiana Passali Efstathios Chatzikyriakidis Stelios Andreadis Thanos G. Stavropoulos Anastasia Matonaki A. Fachantidis Grigorios Tsoumakas 24 1 0 08 Dec 2023
Explanation Regeneration via Information Bottleneck Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 30 3 0 19 Dec 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar Peter West Sachin Kumar Yulia Tsvetkov Yejin Choi 25 19 0 25 Oct 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck Jie Zhou Qi Zhang Qin Chen Liang He Xuanjing Huang 34 20 0 27 Aug 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 35 20 0 28 May 2022
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 212 41 0 09 Nov 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 25 56 0 11 May 2021
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 22 125 0 06 Nov 2019
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016