Large Language Models with Controllable Working Memory

Annual Meeting of the Association for Computational Linguistics (ACL), 2022

9 November 2022

Xin Wang

Papers citing "Large Language Models with Controllable Working Memory"

40 / 140 papers shown

Title
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy P. Schoenegger Peter S. Park Ezra Karger P. Tetlock 248 24 0 12 Feb 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter Katharina von der Wense 289 6 0 31 Jan 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 545 436 0 22 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 264 87 0 11 Jan 2024
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Tianwei Zhang Zhixuan Fang Wei Xu Han Qiu 429 84 0 14 Dec 2023
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Giovanni Monea Maxime Peyrard Martin Josifoski Vishrav Chaudhary Jason Eisner Emre Kiciman Hamid Palangi Barun Patra Robert West KELM 415 23 0 04 Dec 2023
R-Tuning: Instructing Large Language Models to Say `I Don't Know' Hanning Zhang Shizhe Diao Yong Lin Yi R. Fung Qing Lian Xingyao Wang Yangyi Chen Heng Ji Tong Zhang UQLM 344 73 0 16 Nov 2023
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers Sheshera Mysore Zhuoran Lu Mengting Wan Longqi Yang Steve Menezes Tina Baghaee Emmanuel Barajas Gonzalez Jennifer Neville Tara Safavi RALM 331 65 0 15 Nov 2023
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shiwen Ni Dingwei Chen Chengming Li Xiping Hu Ruifeng Xu Min Yang KELM MoMe 297 11 0 14 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 226 46 0 10 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 338 1,778 0 09 Nov 2023
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sukmin Cho Jeongyeon Seo Soyeong Jeong Jong C. Park RALM 238 2 0 26 Oct 2023
Knowledge Editing for Large Language Models: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 414 196 0 24 Oct 2023
PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wookje Han Jinsol Park Kyungjae Lee 210 5 0 24 Oct 2023
Implicit meta-learning may lead language models to trust more reliable sourcesInternational Conference on Machine Learning (ICML), 2023 Dmitrii Krasheninnikov Egor Krasheninnikov Bruno Mlodozeniec Tegan Maharaj David M. Krueger 445 7 0 23 Oct 2023
Merging Generated and Retrieved Knowledge for Open-Domain QAConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yunxiang Zhang Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Honglak Lee Lu Wang RALM 187 50 0 22 Oct 2023
Knowledge-Augmented Language Model Verification Jinheon Baek Soyeong Jeong Minki Kang Jong C. Park Sung Ju Hwang RALM 129 19 0 19 Oct 2023
InferDPT: Privacy-Preserving Inference for Black-box Large Language Model Meng Tong Kejiang Chen Jie Zhang Yuang Qi Weiming Zhang Neng H. Yu Minlie Huang Zhikun Zhang SILM 635 7 0 18 Oct 2023
Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament P. Schoenegger Peter S. Park ELM AI4TS 192 21 0 17 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Yongfeng Zhang Xing Xie Zheng Zhang Yue Zhang HILM KELM 383 248 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent AdvancesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 206 38 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 263 5 0 07 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant ContextInternational Conference on Learning Representations (ICLR), 2023 Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 422 287 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 209 33 0 02 Oct 2023
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zekun Wang Zhongyuan Peng Haoran Que Jiaheng Liu Wangchunshu Zhou ... Wanli Ouyang Ke Xu Lei Ma Jie Fu Junran Peng LLMAG 235 142 0 01 Oct 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 165 34 0 23 Sep 2023
Benchmarking Large Language Models in Retrieval-Augmented GenerationAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiawei Chen Hongyu Lin Xianpei Han Le Sun 3DV RALM 341 435 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 197 4 0 02 Aug 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 267 219 0 02 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Bo Pan ALM 324 206 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 192 15 0 24 May 2023
A Causal View of Entity Bias in (Large) Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 178 19 0 24 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited QuestionsTransactions of the Association for Computational Linguistics (TACL), 2023 Zhihan Zhang Wenhao Yu Zheng Ning Mingxuan Ju Meng Jiang 179 4 0 23 May 2023
Working Memory Capacity of ChatGPT: An Empirical StudyAAAI Conference on Artificial Intelligence (AAAI), 2023 Dongyu Gong Xingchen Wan Dingmin Wang LLMAG KELM AI4MH 152 25 0 30 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question AnsweringFindings (Findings), 2023 Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 488 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 472 110 0 03 Apr 2023
Context-faithful Prompting for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 180 82 0 20 Mar 2023
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 183 49 0 15 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant ContextInternational Conference on Machine Learning (ICML), 2023 Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 544 782 0 31 Jan 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ella Neeman Roee Aharoni Or Honovich Leshem Choshen Idan Szpektor Omri Abend KELM CML 203 97 0 10 Nov 2022