Sources of Hallucination by Large Language Models on Inference Tasks

Sources of Hallucination by Large Language Models on Inference Tasks

23 May 2023

Mohammad Javad Hosseini

Papers citing "Sources of Hallucination by Large Language Models on Inference Tasks"

19 / 119 papers shown

Title
Reasoning about the Unseen for Efficient Outdoor Object Navigation Quanting Xie Tianyi Zhang Kedi Xu Matthew Johnson-Roberson Yonatan Bisk LRM 58 11 0 18 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 48 77 0 13 Sep 2023
A Survey of Hallucination in Large Foundation Models Vipula Rawte A. Sheth Amitava Das HILM LRM 23 349 0 12 Sep 2023
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis Li Du Yequan Wang Xingrun Xing Yiqun Ya Xiang Li Xin Jiang Xuezhi Fang HILM 33 13 0 11 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 48 522 0 03 Sep 2023
Explainability for Large Language Models: A Survey Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang Dawei Yin Jundong Li LRM 29 411 0 02 Sep 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 33 38 0 24 Aug 2023
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots Gelei Deng Yi Liu Yuekang Li Kailong Wang Ying Zhang Zefeng Li Haoyu Wang Tianwei Zhang Yang Liu SILM 37 118 0 16 Jul 2023
Large Language Models for Supply Chain Optimization Beibin Li Konstantina Mellou Bo-qing Zhang Jeevan Pathuri Ishai Menache 23 44 0 08 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 63 311 0 05 Jul 2023
Potential Benefits of Employing Large Language Models in Research in Moral Education and Development Hyemin Han LLMAG 19 9 0 23 Jun 2023
Trapping LLM Hallucinations Using Tagged Context Prompts Philip G. Feldman James R. Foulds Shimei Pan HILM LLMAG 24 45 0 09 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 196 0 09 Jun 2023
Prompt Injection attack against LLM-integrated Applications Yi Liu Gelei Deng Yuekang Li Kailong Wang Zihao Wang ... Tianwei Zhang Yepang Liu Haoyu Wang Yanhong Zheng Yang Liu SILM 41 318 0 08 Jun 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses Xenia Ohmer Elia Bruni Dieuwke Hupkes LRM 26 13 0 19 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 322 3,021 0 22 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 398 8,559 0 28 Jan 2022
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 190 576 0 02 May 2018