Correcting Diverse Factual Errors in Abstractive Summarization via
Post-Editing and Language Model Infilling

Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling

22 October 2022

Vidhisha Balachandran

Hannaneh Hajishirzi

William W. Cohen

Papers citing "Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling"

14 / 14 papers shown

Title
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu M. Zhang KELM 117 2 0 21 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 151 1 0 18 Feb 2025
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 52 1 0 20 Jun 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 79 0 05 Mar 2024
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 40 2 0 15 Oct 2023
Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation A. Sridhar Yinyi Guo Erik M. Visser Rehana Mahfuz 29 5 0 06 Sep 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 31 9 0 26 May 2023
On Improving Summarization Factual Consistency from Natural Language Feedback Yixin Liu Budhaditya Deb Milagro Teruel Aaron L Halfaker Dragomir R. Radev Ahmed Hassan Awadallah HILM 21 35 0 20 Dec 2022
Counterfactual Data Augmentation improves Factuality of Abstractive Summarization Dheeraj Rajagopal Siamak Shakeri Cicero Nogueira dos Santos Eduard H. Hovy Chung-Ching Chang HILM 72 10 0 25 May 2022
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 133 104 0 30 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 222 305 0 27 Apr 2021
Factual Error Correction for Abstractive Summarization Models Mengyao Cao Yue Dong Jiapeng Wu Jackie C.K. Cheung HILM KELM 169 159 0 17 Oct 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 256 1,431 0 22 Aug 2019
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 175 3,509 0 10 Jun 2015