Memory Augmented Large Language Models are Computationally Universal

10 January 2023

Papers citing "Memory Augmented Large Language Models are Computationally Universal"

35 / 35 papers shown

Title
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability Chenhui Xu Dancheng Liu Jiajie Li Amir Nassereldine Zhaohui Li Jinjun Xiong LRM 65 0 0 05 Mar 2025
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? Zhenheng Tang Xiang Liu Qian Wang Peijie Dong Bingsheng He Xiaowen Chu Bo Li LRM 58 1 0 24 Feb 2025
Representation in large language models Cameron C. Yetman 41 1 0 03 Jan 2025
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth Jiawei Li Chong Feng Yang Gao 72 0 0 18 Nov 2024
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism Yimin Tang Yurong Xu Ning Yan Masood S. Mortazavi RALM LRM 28 0 0 11 Oct 2024
Autoregressive Large Language Models are Computationally Universal Dale Schuurmans Hanjun Dai Francesco Zanini 38 2 0 04 Oct 2024
Steering LLM Summarization with Visual Workspaces for Sensemaking Xuxin Tang Eric Krokos Can Liu Kylie Davidson Kirsten Whitley Naren Ramakrishnan Chris North 13 0 0 25 Sep 2024
Large Language Models and the Extended Church-Turing Thesis Jiří Wiedermann Jan van Leeuwen 23 0 0 11 Sep 2024
LLMs Will Always Hallucinate, and We Need to Live With This Sourav Banerjee Ayushi Agarwal Saloni Singla HILM LRM 24 35 0 09 Sep 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 48 3 0 14 Jun 2024
FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models Xihang Yue Linchao Zhu Yi Yang KELM 36 0 0 05 Jun 2024
Can Language Models Pretend Solvers? Logic Code Simulation with LLMs Minyu Chen Guoqiang Li Ling-I Wu Ruibang Liu Yuxin Su Xi Chang Jianxin Xue LLMAG ELM LRM 37 0 0 24 Mar 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 23 8 0 06 Feb 2024
Code Simulation Challenges for Large Language Models Emanuele La Malfa Christoph Weinhuber Orazio Torre Fangru Lin Samuele Marro Anthony Cohn Nigel Shadbolt Michael Wooldridge LLMAG LRM 22 8 0 17 Jan 2024
The Expressive Power of Transformers with Chain of Thought William Merrill Ashish Sabharwal LRM AI4CE ReLM 24 0 0 11 Oct 2023
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4 Jiaxian Guo Bo Yang Paul D. Yoo Bill Yuchen Lin Yusuke Iwasawa Yutaka Matsuo LLMAG 15 41 0 29 Sep 2023
Generative AI vs. AGI: The Cognitive Strengths and Weaknesses of Modern LLMs Ben Goertzel 32 13 0 19 Sep 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 41 1,118 0 22 Aug 2023
LLM Censorship: A Machine Learning Challenge or a Computer Security Problem? David Glukhov Ilia Shumailov Y. Gal Nicolas Papernot V. Papyan AAML ELM 26 57 0 20 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 70 525 0 12 Jul 2023
Large Language Models Are Semi-Parametric Reinforcement Learning Agents Danyang Zhang Lu Chen Situo Zhang Hongshen Xu Zihan Zhao Kai Yu LM&Ro KELM LLMAG 20 20 0 09 Jun 2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory Chenxu Hu Jie Fu Chenzhuang Du Simian Luo J. Zhao Hang Zhao KELM LLMAG 22 105 0 06 Jun 2023
Applying Standards to Advance Upstream & Downstream Ethics in Large Language Models Jose Berengueres Marybeth Sandell 27 0 0 06 Jun 2023
Analysis of ChatGPT on Source Code Ahmed R. Sadik Antonello Ceravola Frank Joublin Jibesh Patra 16 18 0 01 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 25 126 0 30 May 2023
How Powerful are Decoder-Only Transformer Neural Models? Jesse Roberts BDL 20 16 0 26 May 2023
Large Language Model Programs Imanol Schlag Sainbayar Sukhbaatar Asli Celikyilmaz Wen-tau Yih Jason Weston Jürgen Schmidhuber Xian Li LRM 36 14 0 09 May 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 43 342 0 30 Mar 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 52 17 0 25 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 155 0 07 Mar 2023
Language Model Crossover: Variation through Few-Shot Prompting Elliot Meyerson M. Nelson Herbie Bradley Adam Gaier Arash Moradi Amy K. Hoover Joel Lehman VLM 29 79 0 23 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 15 0 17 Feb 2023
Validating Large Language Models with ReLM Michael Kuchnik Virginia Smith George Amvrosiadis 26 27 0 21 Nov 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
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 367 8,495 0 28 Jan 2022