Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization

26 August 2021

Papers citing "Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization"

14 / 14 papers shown

Title
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 16 0 17 Jun 2024
Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback Jiashuo Wang Chunpu Xu Chak Tou Leong Wenjie Li Jing Li 21 1 0 11 Jan 2024
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets Han Jiang Rui Wang Zhihua Wei Yu Li Xinpeng Wang 33 4 0 20 Oct 2023
Aligning Language Models with Human Preferences via a Bayesian Approach Jiashuo Wang Haozhao Wang Shichao Sun Wenjie Li ALM 32 12 0 09 Oct 2023
On Learning to Summarize with Large Language Models as References Yixin Liu Kejian Shi Katherine S He Longtian Ye Alexander R. Fabbri Pengfei Liu Dragomir R. Radev Arman Cohan ELM 18 69 0 23 May 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study Polina Zablotskaia Du Phan Joshua Maynez Shashi Narayan Jie Jessie Ren J. Liu UQLM UQCV 20 18 0 17 Apr 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 34 10 0 15 Mar 2023
Towards Summary Candidates Fusion Mathieu Ravaut Shafiq R. Joty Nancy F. Chen 24 14 0 17 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 26 118 0 30 Sep 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 22 0 29 Sep 2022
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 13 275 0 31 Mar 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Shafiq R. Joty Nancy F. Chen MoE 10 91 0 13 Mar 2022
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,431 0 22 Aug 2019