Large Language Models with Controllable Working Memory

9 November 2022

Xin Wang

Papers citing "Large Language Models with Controllable Working Memory"

24 / 124 papers shown

Title
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 24 21 0 11 Oct 2023
The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning Tian Jin Nolan Clement Xin Dong Vaishnavh Nagarajan Michael Carbin Jonathan Ragan-Kelley Gintare Karolina Dziugaite LRM 54 5 0 07 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 19 185 0 02 Oct 2023
Resolving Knowledge Conflicts in Large Language Models Yike Wang Shangbin Feng Heng Wang Weijia Shi Vidhisha Balachandran Tianxing He Yulia Tsvetkov 56 12 0 02 Oct 2023
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models Zekun Wang Zhongyuan Peng Haoran Que Jiaheng Liu Wangchunshu Zhou ... Wanli Ouyang Ke Xu Wenhu Chen Jie Fu Junran Peng LLMAG 47 85 0 01 Oct 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 41 20 0 23 Sep 2023
Benchmarking Large Language Models in Retrieval-Augmented Generation Jiawei Chen Hongyu Lin Xianpei Han Le Sun 3DV RALM 21 265 0 04 Sep 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 42 159 0 02 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 33 126 0 30 May 2023
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning Tianqing Fang Zhaowei Wang Wenxuan Zhou Hongming Zhang Yangqiu Song Muhao Chen 23 13 0 24 May 2023
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 30 12 0 24 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang W. Yu Zheng Ning Mingxuan Ju Meng Jiang 29 4 0 23 May 2023
Working Memory Capacity of ChatGPT: An Empirical Study Dongyu Gong Xingchen Wan Dingmin Wang LLMAG KELM AI4MH 24 13 0 30 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 20 1 0 06 Apr 2023
RPTQ: Reorder-based Post-training Quantization for Large Language Models Zhihang Yuan Lin Niu Jia-Wen Liu Wenyu Liu Xinggang Wang Yuzhang Shang Guangyu Sun Qiang Wu Jiaxiang Wu Bingzhe Wu MQ 35 79 0 03 Apr 2023
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 24 56 0 20 Mar 2023
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 24 38 0 15 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 33 537 0 31 Jan 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering Ella Neeman Roee Aharoni Or Honovich Leshem Choshen Idan Szpektor Omri Abend KELM CML 23 78 0 10 Nov 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 343 0 21 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 230 151 0 07 Oct 2021
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 245 239 0 10 Sep 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 422 2,588 0 03 Sep 2019