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"

15 / 15 papers shown

Title
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu Hao Fei KELM 120 2 0 21 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 154 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 80 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 34 5 0 06 Sep 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization Rongxin Zhu Jianzhong Qi Jey Han Lau 42 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 29 35 0 20 Dec 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 41 257 0 17 Oct 2022
Counterfactual Data Augmentation improves Factuality of Abstractive Summarization Dheeraj Rajagopal Siamak Shakeri Cicero Nogueira dos Santos Eduard H. Hovy Chung-Ching Chang HILM 74 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 136 105 0 30 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 231 305 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 258 1,433 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 184 3,513 0 10 Jun 2015