MQAG: Multiple-choice Question Answering and Generation for Assessing
Information Consistency in Summarization

MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization

28 January 2023

Potsawee Manakul

Papers citing "MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization"

10 / 10 papers shown

Title
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints Aden Haussmann LMTD 62 0 0 29 Mar 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility Martin Kuo Jingyang Zhang Jianyi Zhang Minxue Tang Louis DiValentin ... William Chen Amin Hass Tianlong Chen Yuxiao Chen Yiming Li MU KELM 51 2 0 24 Feb 2025
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong Yujin Zhu Shijian Fan Liang Xu 64 1 0 26 Sep 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Jannik Kossen Jiatong Han Muhammed Razzak Lisa Schut Shreshth A. Malik Yarin Gal HILM 60 35 0 22 Jun 2024
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 52 1 0 20 Jun 2024
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons Adian Liusie Vatsal Raina Yassir Fathullah Mark Gales 43 9 0 09 May 2024
Varifocal Question Generation for Fact-checking N. Ousidhoum Moy Yuan Andreas Vlachos 45 24 0 22 Oct 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 178 146 0 30 Aug 2021
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
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 211 3,513 0 10 Jun 2015