Impact of Co-occurrence on Factual Knowledge of Large Language Models

12 October 2023

Papers citing "Impact of Co-occurrence on Factual Knowledge of Large Language Models"

12 / 12 papers shown

Title
Causality for Large Language Models Anpeng Wu Kun Kuang Minqin Zhu Yingrong Wang Yujia Zheng Kairong Han Yangqiu Song Guangyi Chen Leilei Gan Kun Zhang LRM 110 9 0 20 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 194 7 0 03 Oct 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 188 1 0 24 Sep 2024
Co-occurrence is not Factual Association in Language Models Xiao Zhang Miao Li Ji Wu KELM 172 4 0 21 Sep 2024
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models Yuji Zhang Sha Li Jiateng Liu Pengfei Yu Yi R. Fung Jing Li Manling Li Heng Ji 110 12 0 10 Jul 2024
Understanding Transformers via N-gram Statistics Timothy Nguyen 88 10 0 30 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 90 24 0 08 Jun 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 126 71 0 30 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong ZuJie Wen Ke Xu Qi Li 162 64 0 11 Jan 2024
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 106 469 0 02 Sep 2023
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery Magdalena Wysocka Oskar Wysocki Maxime Delmas V. Mutel André Freitas LM&MA 70 6 0 28 May 2023
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation Vitaly Feldman Chiyuan Zhang TDI 248 472 0 09 Aug 2020