Title
Reward Model Ensembles Help Mitigate Overoptimization Thomas Coste Usman Anwar Robert Kirk David M. Krueger NoLa ALM 20 116 0 04 Oct 2023
CITING: Large Language Models Create Curriculum for Instruction Tuning Tao Feng Zifeng Wang Jimeng Sun ALM 27 14 0 04 Oct 2023
EcoAssistant: Using LLM Assistant More Affordably and Accurately Jieyu Zhang Ranjay Krishna Ahmed Hassan Awadallah Chi Wang 30 34 0 03 Oct 2023
The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment" in Large Language Models Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 41 2 0 03 Oct 2023
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond Liang Chen Yichi Zhang Shuhuai Ren Haozhe Zhao Zefan Cai Yuchi Wang Peiyi Wang Tianyu Liu Baobao Chang LM&Ro LLMAG 33 41 0 03 Oct 2023
Tool-Augmented Reward Modeling Lei Li Yekun Chai Shuohuan Wang Yu Sun Hao Tian Ningyu Zhang Hua-Hong Wu OffRL 38 13 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 48 12 0 02 Oct 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 28 44 0 30 Sep 2023
Voice2Action: Language Models as Agent for Efficient Real-Time Interaction in Virtual Reality Yang Su LLMAG 8 2 0 29 Sep 2023
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Minlie Huang Nan Duan Weizhu Chen LRM AI4CE LLMAG 36 142 0 29 Sep 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi Ren Fung Hao Peng Heng Ji LLMAG KELM 27 58 0 29 Sep 2023
Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts Jiahao Ying Yixin Cao Kai Xiong Yidong He Long Cui Yongbin Liu 31 7 0 29 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 29 1,572 0 28 Sep 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 27 21 0 28 Sep 2023
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration Hongru Wang Huimin Wang Lingzhi Wang Minda Hu Rui Wang Boyang Xue Hongyuan Lu Fei Mi Kam-Fai Wong LRM KELM LLMAG 30 12 0 28 Sep 2023
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions Lorenzo Pacchiardi A. J. Chan Sören Mindermann Ilan Moscovitz Alexa Y. Pan Y. Gal Owain Evans J. Brauner LLMAG HILM 22 48 0 26 Sep 2023
Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education Hyoungwook Jin Seonghee Lee Hyun Joon Shin Juho Kim LLMAG 24 52 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 158 0 25 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 35 20 0 23 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 130 140 0 19 Sep 2023
Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Yiheng Shu Zhiwei Yu 21 3 0 15 Sep 2023
Agents: An Open-source Framework for Autonomous Language Agents Wangchunshu Zhou Yuchen Eleanor Jiang Long Li Jialong Wu Tiannan Wang ... Xiangru Tang Ningyu Zhang Huajun Chen Peng Cui Mrinmaya Sachan LLMAG LM&Ro AI4CE 31 87 0 14 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 20 49 0 14 Sep 2023
RAIN: Your Language Models Can Align Themselves without Finetuning Yuhui Li Fangyun Wei Jinjing Zhao Chao Zhang Hongyang R. Zhang SILM 36 106 0 13 Sep 2023
Mitigating the Alignment Tax of RLHF Yong Lin Hangyu Lin Wei Xiong Shizhe Diao Zeming Zheng ... Han Zhao Nan Jiang Heng Ji Yuan Yao Tong Zhang MoMe CLL 29 63 0 12 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 24 16 0 08 Sep 2023
Everyone Deserves A Reward: Learning Customized Human Preferences Pengyu Cheng Jiawen Xie Ke Bai Yong Dai Nan Du 19 28 0 06 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 42 151 0 05 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 41 519 0 03 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao S. Song EGVM 25 18 0 02 Sep 2023
Efficient RLHF: Reducing the Memory Usage of PPO Michael Santacroce Yadong Lu Han Yu Yuan-Fang Li Yelong Shen 27 27 0 01 Sep 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection Kairui Hu Ming Yan Joey Tianyi Zhou Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 23 3 0 31 Aug 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations Xu Huang Jianxun Lian Yuxuan Lei Jing Yao Defu Lian Xing Xie LLMAG 24 86 0 31 Aug 2023
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models Hritik Bansal John Dang Aditya Grover ALM 29 20 0 30 Aug 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Zhao Cao Ji-Rong Wen 27 2 0 30 Aug 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 30 85 0 28 Aug 2023
Spoken Language Intelligence of Large Language Models for Language Learning Linkai Peng Baorian Nuchged Yingming Gao ELM 57 4 0 28 Aug 2023
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact Xin Luna Dong 27 23 0 27 Aug 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 30 4 0 27 Aug 2023
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum Shen Gao Zhengliang Shi Minghang Zhu Bowen Fang Xin Xin Pengjie Ren Zhumin Chen Jun Ma Zhaochun Ren LLMAG CLL 32 35 0 27 Aug 2023
Rational Decision-Making Agent with Internalized Utility Judgment Yining Ye Xin Cong Shizuo Tian Yujia Qin Chong Liu Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 24 8 0 24 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 19 42 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 41 1,114 0 22 Aug 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models Yasuto Hoshi Daisuke Miyashita Youyang Ng Kento Tatsuno Yasuhiro Morioka Osamu Torii J. Deguchi LRM 32 11 0 21 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Y. Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 28 130 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Y. Liu Gao Huang LLMAG 22 192 0 20 Aug 2023
ResBuilder: Automated Learning of Depth with Residual Structures Julian Burghoff Matthias Rottmann Jill von Conta S. Schoenen A. Witte Hanno Gottschalk 26 0 0 16 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 46 284 0 14 Aug 2023
Detecting and Preventing Hallucinations in Large Vision Language Models Anisha Gunjal Jihan Yin Erhan Bas MLLM VLM 16 153 0 11 Aug 2023
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents Zhiwei Liu Weiran Yao Jianguo Zhang Le Xue Shelby Heinecke ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG 29 82 0 11 Aug 2023