Adversarial NLI for Factual Correctness in Text Summarisation Models

24 May 2020

Papers citing "Adversarial NLI for Factual Correctness in Text Summarisation Models"

12 / 12 papers shown

Title
Using Similarity to Evaluate Factual Consistency in Summaries Yuxuan Ye Edwin Simpson Raul Santos Rodriguez HILM 120 4 0 23 Sep 2024
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 174 52 0 03 Jun 2024
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Cheng Niu Yuanhao Wu Juno Zhu Siliang Xu Kashun Shum Randy Zhong Juntong Song Tong Zhang HILM 269 162 0 31 Dec 2023
Evaluating Large Language Models for Health-related Queries with PresuppositionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Navreet Kaur Monojit Choudhury Danish Pruthi HILM ELM 178 11 0 14 Dec 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 262 1,625 0 09 Nov 2023
A Critical Evaluation of Evaluations for Long-form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Fangyuan Xu Yixiao Song Mohit Iyyer Eunsol Choi ELM 216 126 0 29 May 2023
SWING: Balancing Coverage and Faithfulness for Dialogue SummarizationFindings (Findings), 2023 Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 142 14 0 25 Jan 2023
Just ClozE! A Novel Framework for Evaluating the Factual Consistency Faster in Abstractive Summarization Yiyang Li Lei Li Marina Litvak N. Vanetik Dingxing Hu Yuze Li Yanquan Zhou HILM 164 0 0 06 Oct 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam SearchIEEE Games Entertainment Media Conference (GEM), 2022 Daniel King Zejiang Shen Nishant Subramani Daniel S. Weld Iz Beltagy Doug Downey HILM 160 32 0 16 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 231 36 0 10 Mar 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 178 246 0 16 Dec 2021
Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries Xiangru Tang Alexander R. Fabbri Haoran Li Ziming Mao Griffin Adams Borui Wang Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 171 25 0 19 Sep 2021