Beyond Memorization: The Challenge of Random Memory Access in Language
Models

Beyond Memorization: The Challenge of Random Memory Access in Language Models

12 March 2024

Papers citing "Beyond Memorization: The Challenge of Random Memory Access in Language Models"

9 / 9 papers shown

Title
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 143 0 0 28 Mar 2025
Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning Jonathan Shaki Emanuele La Malfa Michael Wooldridge Sarit Kraus LRM ReLM 64 0 0 13 Mar 2025
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning Eric Zhao Pranjal Awasthi Nika Haghtalab 53 0 0 07 Mar 2025
Large Language Models Penetration in Scholarly Writing and Peer Review Li Zhou Ruijie Zhang Xunlian Dai Daniel Hershcovich H. Li 50 0 0 16 Feb 2025
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng-Long Jiang KELM 64 40 0 16 May 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 226 321 0 21 Sep 2022
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 313 11,953 0 04 Mar 2022
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,814 0 14 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019