Unsupervised Opinion Summarization with Noising and Denoising

21 April 2020

Papers citing "Unsupervised Opinion Summarization with Noising and Denoising"

14 / 14 papers shown

Title
Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias Nannan Huang Haytham M. Fayek Xiuzhen Zhang 26 1 0 01 Feb 2024
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization Yuchen Shen Xiaojun Wan 38 9 0 27 Oct 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 30 10 0 15 May 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 24 8 0 31 Jan 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 45 7 0 21 Dec 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 19 24 0 04 May 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 21 25 0 15 Mar 2022
Learning Opinion Summarizers by Selecting Informative Reviews Arthur Brazinskas Mirella Lapata Ivan Titov 53 29 0 09 Sep 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 21 27 0 15 Jun 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 50 19 0 02 Jun 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 36 45 0 25 May 2021
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis Reinald Kim Amplayo Yoshihiko Suhara Xiaolan Wang Mirella Lapata MQ 31 110 0 08 Dec 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 29 55 0 09 Jul 2020