Improving Factuality of Abstractive Summarization without Sacrificing
Summary Quality

Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality

24 May 2023

Fei Wang

Papers citing "Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality"

10 / 10 papers shown

Title
Detecting Response Generation Not Requiring Factual Judgment Ryohei Kamei Daiki Shiono Reina Akama Jun Suzuki HILM 32 0 0 14 Jun 2024
Assisting humans in complex comparisons: automated information comparison at scale Truman Yuen Graham A. Watt Y. Lawryshyn 33 0 0 05 Apr 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification Fei Wang Chao Shang Sarthak Jain Shuai Wang Qiang Ning Bonan Min Vittorio Castelli Yassine Benajiba Dan Roth ALM 22 7 0 10 Mar 2024
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 37 76 0 13 Sep 2023
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran Hannaneh Hajishirzi William W. Cohen Yulia Tsvetkov HILM KELM 82 46 0 22 Oct 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 170 144 0 30 Aug 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 215 305 0 27 Apr 2021
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 142 157 0 18 Feb 2021
Factual Error Correction for Abstractive Summarization Models Mengyao Cao Yue Dong Jiapeng Wu Jackie C.K. Cheung HILM KELM 167 159 0 17 Oct 2020
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,508 0 10 Jun 2015