Title
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 110 83 0 08 Oct 2023
Lyfe Agents: Generative agents for low-cost real-time social interactions Zhao Kaiya Michelangelo Naim J. Kondic Manuel Cortes Jiaxin Ge Shuying Luo Guangyu Robert Yang Andrew Ahn VLM 66 32 0 03 Oct 2023
Nugget: Neural Agglomerative Embeddings of Text Guanghui Qin Benjamin Van Durme 41 20 0 03 Oct 2023
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation Shenzhi Wang Chang Liu Zilong Zheng Siyuan Qi Shuo Chen Qisen Yang Andrew Zhao Chaofei Wang Shiji Song Gao Huang LLMAG 77 69 0 02 Oct 2023
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives Sihao Hu Tiansheng Huang Fatih İlhan Selim Furkan Tekin Ling Liu 68 54 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 62 92 0 01 Oct 2023
Motif: Intrinsic Motivation from Artificial Intelligence Feedback Martin Klissarov P. DÓro Shagun Sodhani Roberta Raileanu Pierre-Luc Bacon Pascal Vincent Amy Zhang Mikael Henaff LRM LLMAG 69 60 0 29 Sep 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 58 44 0 29 Sep 2023
Language Modeling Is Compression Grégoire Delétang Anian Ruoss Paul-Ambroise Duquenne Elliot Catt Tim Genewein ... Wenliang Kevin Li Matthew Aitchison Laurent Orseau Marcus Hutter J. Veness AI4CE 88 143 0 19 Sep 2023
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training Dawei Zhu Nan Yang Liang Wang Yifan Song Wenhao Wu Furu Wei Sujian Li 112 88 0 19 Sep 2023
MindAgent: Emergent Gaming Interaction Ran Gong Qiuyuan Huang Xiaojian Ma Hoi Vo Zane Durante ... Zilong Zheng Song-Chun Zhu Demetri Terzopoulos Fei-Fei Li Jianfeng Gao LM&Ro 116 66 0 18 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 96 919 0 14 Sep 2023
An Appraisal-Based Chain-Of-Emotion Architecture for Affective Language Model Game Agents Maximilian Croissant Madeleine Frister Guy Schofield Cade McCall LLMAG 47 14 0 10 Sep 2023
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf Yuzhuang Xu Shuo Wang Peng Li Ziyue Wang Xiaolong Wang Weidong Liu Yang Liu LLMAG 40 202 0 09 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 102 170 0 05 Sep 2023
YaRN: Efficient Context Window Extension of Large Language Models Bowen Peng Jeffrey Quesnelle Honglu Fan Enrico Shippole OSLM 59 254 0 31 Aug 2023
Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis Akshat Gupta LLMAG AI4MH 54 10 0 23 Aug 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 75 1,258 0 22 Aug 2023
ProAgent: Building Proactive Cooperative Agents with Large Language Models Ceyao Zhang Kaijie Yang Siyi Hu Zihao Wang Guanghe Li ... Xiaojun Chang Junge Zhang Feng Yin Yitao Liang Yaodong Yang LM&Ro LLMAG 64 77 0 22 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 91 212 0 20 Aug 2023
GameEval: Evaluating LLMs on Conversational Games Dan Qiao Chenfei Wu Yaobo Liang Juntao Li Nan Duan ELM LLMAG 45 23 0 19 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 108 665 0 18 Aug 2023
ChatHaruhi: Reviving Anime Character in Reality via Large Language Model Cheng Li Ziang Leng Chenxi Yan Junyi Shen Hao Wang ... HaoSheng Wang Linkang Zhan Yaokai Jia Pingyu Wu Haozhen Sun 37 33 0 18 Aug 2023
CALYPSO: LLMs as Dungeon Masters' Assistants Andrew Zhu Lara J. Martin Andrew Head Chris Callison-Burch LLMAG 48 25 0 15 Aug 2023
AgentSims: An Open-Source Sandbox for Large Language Model Evaluation Jiaju Lin Haoran Zhao Aochi Zhang Yiting Wu Huqiuyue Ping Qin Chen ELM LLMAG 55 65 0 08 Aug 2023
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench Jen-tse Huang Man Ho Lam E. Li Shujie Ren Wenxuan Wang Wenxiang Jiao Zhaopeng Tu Michael R. Lyu 61 46 0 07 Aug 2023
Scaling Relationship on Learning Mathematical Reasoning with Large Language Models Zheng Yuan Hongyi Yuan Cheng Li Guanting Dong Keming Lu Chuanqi Tan Chang Zhou Jingren Zhou LRM ALM 71 193 0 03 Aug 2023
Challenges and Applications of Large Language Models Jean Kaddour J. Harris Maximilian Mozes Herbie Bradley Roberta Raileanu R. McHardy UQCV ALM AAML 55 307 0 19 Jul 2023
In-context Autoencoder for Context Compression in a Large Language Model Tao Ge Jing Hu Lei Wang Xun Wang Si-Qing Chen Furu Wei RALM 66 74 0 13 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 106 1,667 0 06 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 107 166 0 05 Jul 2023
Extending Context Window of Large Language Models via Positional Interpolation Shouyuan Chen Sherman Wong Liangjian Chen Yuandong Tian 149 529 0 27 Jun 2023
ChessGPT: Bridging Policy Learning and Language Modeling Xidong Feng Yicheng Luo Ziyan Wang Hongrui Tang Mengyue Yang Kun Shao D. Mguni Yali Du Jun Wang 52 43 0 15 Jun 2023
Augmenting Language Models with Long-Term Memory Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei KELM RALM 79 91 0 12 Jun 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 49 23 0 09 Jun 2023
OMNI: Open-endedness via Models of human Notions of Interestingness Jenny Zhang Joel Lehman Kenneth O. Stanley Jeff Clune LRM 67 34 0 02 Jun 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 151 1,140 0 31 May 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 322 3,935 0 29 May 2023
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks Bill Yuchen Lin Yicheng Fu Karina Yang Faeze Brahman Shiyu Huang Chandra Bhagavatula Prithviraj Ammanabrolu Yejin Choi Xiang Ren LLMAG LM&Ro LRM 52 147 0 27 May 2023
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory Xizhou Zhu Yuntao Chen Hao Tian Chenxin Tao Weijie Su ... Lewei Lu Xiaogang Wang Yu Qiao Zhaoxiang Zhang Jifeng Dai LLMAG LM&Ro 63 233 0 25 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 131 810 0 25 May 2023
Adapting Language Models to Compress Contexts Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen LLMAG 43 185 0 24 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 110 181 0 19 May 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models Jiannan Xiang Tianhua Tao Yi Gu Tianmin Shu Zirui Wang Zichao Yang Zhiting Hu ALM LLMAG LM&Ro CLL 63 102 0 18 May 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Shunyu Yao Dian Yu Jeffrey Zhao Izhak Shafran Thomas Griffiths Yuan Cao Karthik Narasimhan LM&Ro LRM AI4CE 131 1,931 0 17 May 2023
MemoryBank: Enhancing Large Language Models with Long-Term Memory Wanjun Zhong Lianghong Guo Qi-Fei Gao He Ye Yanlin Wang LLMAG RALM KELM 72 128 0 17 May 2023
Working Memory Capacity of ChatGPT: An Empirical Study Dongyu Gong Xingchen Wan Dingmin Wang LLMAG KELM AI4MH 42 17 0 30 Apr 2023
LaMP: When Large Language Models Meet Personalization Alireza Salemi Sheshera Mysore Michael Bendersky Hamed Zamani RALM 79 233 0 22 Apr 2023
Learning to Compress Prompts with Gist Tokens Jesse Mu Xiang Lisa Li Noah D. Goodman VLM 93 218 0 17 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 380 1,920 0 07 Apr 2023