Scaling Laws for Fact Memorization of Large Language Models

Scaling Laws for Fact Memorization of Large Language Models

22 June 2024

Xuanjing Huang

Xipeng Qiu

Papers citing "Scaling Laws for Fact Memorization of Large Language Models"

11 / 11 papers shown

Title
A Domain-Agnostic Scalable AI Safety Ensuring Framework Beomjun Kim Kangyeon Kim Sunwoo Kim Heejin Ahn 57 0 0 29 Apr 2025
Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family Pierre-Carl Langlais Pavel Chizhov Mattia Nee Carlos Rosas Hinostroza Matthieu Delsart Irène Girard Othman Hicheur Anastasia Stasenko Ivan P. Yamshchikov LRM 66 0 0 25 Apr 2025
Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms Xiaotian Ye Hao Fei Shu Wu KELM ELM 41 0 0 09 Apr 2025
Evaluating book summaries from internal knowledge in Large Language Models: a cross-model and semantic consistency approach Javier Coronado-Blázquez HILM ELM 74 0 0 27 Mar 2025
A Multi-Agent Framework Integrating Large Language Models and Generative AI for Accelerated Metamaterial Design Jie Tian Martin Taylor Sobczak Dhanush Patil Jixin Hou Lin Pang ... Yuval Golan Xiaoming Zhai Hongyue Sun Kenan Song Xiaobei Wang LLMAG AI4CE 53 0 0 25 Mar 2025
Machine Learners Should Acknowledge the Legal Implications of Large Language Models as Personal Data Henrik Nolte Michèle Finck Kristof Meding AILaw PILM 84 0 0 03 Mar 2025
`Generalization is hallucination' through the lens of tensor completions Liang Ze Wong VLM 70 0 0 24 Feb 2025
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 74 7 0 03 Oct 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 52 104 0 09 May 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 173 638 0 17 Oct 2023
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,489 0 23 Jan 2020