Title
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control Longtao Zheng Rongpin Wang Xinrun Wang Bo An LLMAG 101 73 0 13 Jun 2023
V-LoL: A Diagnostic Dataset for Visual Logical Learning Lukas Helff Wolfgang Stammer Hikaru Shindo Devendra Singh Dhami Kristian Kersting NAI 89 5 0 13 Jun 2023
SayTap: Language to Quadrupedal Locomotion Yujin Tang Wenhao Yu Jie Tan Heiga Zen Aleksandra Faust Tatsuya Harada 106 43 0 13 Jun 2023
TART: A plug-and-play Transformer module for task-agnostic reasoning Kush S. Bhatia A. Narayan Chris De Sa Christopher Ré LRM ReLM VLM 63 15 0 13 Jun 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 136 56 0 12 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 104 95 0 12 Jun 2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning Giridhar Kaushik Ramachandran Yujuan Fu Bin Han K. Lybarger Nicholas J. Dobbins Özlem Uzuner Meliha Yetisgen FedML 61 16 0 12 Jun 2023
Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models Soochan Lee Gunhee Kim ReLM LRM 57 27 0 12 Jun 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark Zhen-fei Yin Jiong Wang Jianjian Cao Zhelun Shi Dingning Liu ... Lei Bai Xiaoshui Huang Zhiyong Wang Jing Shao Wanli Ouyang MLLM 118 169 0 11 Jun 2023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs Yifan Song Weimin Xiong Dawei Zhu Wenhao Wu Han Qian ... Cheng Li Ke Wang Rong Yao Ye Tian Sujian Li RALM LLMAG CLL LM&MA 86 62 0 11 Jun 2023
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting Jiadong Wang Qiushi Sun Xiang Li Ming Gao ReLM LRM 84 74 0 10 Jun 2023
Human-in-the-Loop through Chain-of-Thought Zefan Cai Baobao Chang Wenjuan Han LRM 59 25 0 10 Jun 2023
14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon Kevin Maik Jablonka Qianxiang Ai Alexander H Al-Feghali S. Badhwar Joshua D. Bocarsly Andres M Bran ... Aristana Scourtas K. J. Schmidt Ian Foster Andrew D. White Ben Blaiszik 168 111 0 09 Jun 2023
Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions Ian Huang Vrishab Krishna Omoruyi E. Atekha Leonidas Guibas DiffM VGen 77 11 0 09 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 187 224 0 09 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 78 25 0 09 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 565 4,455 0 09 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 87 11 0 09 Jun 2023
The economic trade-offs of large language models: A case study Kristen Howell Gwen Christian P. Fomitchov Gitit Kehat Julianne Marzulla Leanne Rolston Jadin Tredup Ilana Zimmerman Ethan Selfridge Joe Bradley 27 1 0 08 Jun 2023
Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve Human Labelling of Sponsored Content on Social Media Thales Bertaglia Stefan Huber Catalina Goanta Gerasimos Spanakis Adriana Iamnitchi 101 11 0 08 Jun 2023
K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization Cheng Deng Tianhang Zhang Zhongmou He Yi Xu Qiyuan Chen ... Weinan Zhang Xinbing Wang Cheng Zhou Zhouhan Lin Junxian He ALM 83 69 0 08 Jun 2023
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models Yew Ken Chia Pengfei Hong Lidong Bing Soujanya Poria ELM 79 65 0 07 Jun 2023
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources Yizhong Wang Hamish Ivison Pradeep Dasigi Jack Hessel Tushar Khot ... David Wadden Kelsey MacMillan Noah A. Smith Iz Beltagy Hannaneh Hajishirzi ALM ELM 120 393 0 07 Jun 2023
PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts Kaijie Zhu Jindong Wang Jiaheng Zhou Zichen Wang Hao Chen ... Linyi Yang Weirong Ye Yue Zhang Neil Zhenqiang Gong Xingxu Xie SILM 135 144 0 07 Jun 2023
STEPS: A Benchmark for Order Reasoning in Sequential Tasks Weizhi Wang Hong Wang Xi Yan LRM 69 1 0 07 Jun 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 112 13 0 07 Jun 2023
Certified Deductive Reasoning with Language Models Gabriel Poesia Kanishk Gandhi E. Zelikman Noah D. Goodman ELM ReLM LRM 69 0 0 06 Jun 2023
Revisiting Conversation Discourse for Dialogue Disentanglement Bobo Li Hao Fei Fei Li Shengqiong Wu Lizi Liao Yin-wei Wei Tat-Seng Chua Donghong Ji 57 1 0 06 Jun 2023
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Zaid Khan B. Vijaykumar S. Schulter Xiang Yu Y. Fu Manmohan Chandraker VLM MLLM 96 18 0 06 Jun 2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory Chenxu Hu Jie Fu Chenzhuang Du Simian Luo Jiaqi Zhao Hang Zhao KELM LLMAG 133 117 0 06 Jun 2023
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 104 6 0 06 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 109 136 0 06 Jun 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter Ajay Jaiswal Shiwei Liu Tianlong Chen Zhangyang Wang VLM 71 34 0 06 Jun 2023
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models Fobo Shi Peijun Qing Ke Wang Nan Wang Youbo Lei H. Lu Xiaodong Lin Duantengchuan Li VLM ReLM LLMAG LRM 89 12 0 06 Jun 2023
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach Bin-Bin Hu Chenyang Zhao Pushi Zhang Zihao Zhou Yuanhang Yang Zenglin Xu Bin Liu LM&Ro LLMAG 119 24 0 06 Jun 2023
An Approach to Solving the Abstraction and Reasoning Corpus (ARC) Challenge Tan John Chong Min RALM LRM 35 6 0 06 Jun 2023
Natural Language Commanding via Program Synthesis Apurva Gandhi Thong Q. Nguyen Huitian Jiao R. Steen Ameya Bhatawdekar 56 8 0 06 Jun 2023
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model Kenneth Li Oam Patel Fernanda Viégas Hanspeter Pfister Martin Wattenberg KELM HILM 156 584 0 06 Jun 2023
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents Yashar Talebirad Amirhossein Nadiri LLMAG 134 234 0 05 Jun 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction Rose E. Wang Dorottya Demszky 73 61 0 05 Jun 2023
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models Lichang Chen Jiuhai Chen Tom Goldstein Heng-Chiao Huang Dinesh Manocha 88 45 0 05 Jun 2023
Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs Alexander K. Lew Tan Zhi-Xuan Gabriel Grand Vikash K. Mansinghka LLMSV LRM 125 41 0 05 Jun 2023
PokemonChat: Auditing ChatGPT for Pokémon Universe Knowledge Laura Cabello Jiaang Li Ilias Chalkidis ELM AI4MH LRM 41 2 0 05 Jun 2023
Beyond Generating Code: Evaluating GPT on a Data Visualization Course Zhutian Chen Chenyang Zhang Qianwen Wang J. Troidl Simon Warchol Johanna Beyer Nils Gehlenborg Hanspeter Pfister 143 31 0 05 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 96 39 0 05 Jun 2023
LexGPT 0.1: pre-trained GPT-J models with Pile of Law Jieh-Sheng Lee AILaw 61 11 0 05 Jun 2023
A Study of Situational Reasoning for Traffic Understanding Jiarui Zhang Filip Ilievski Kaixin Ma Aravinda Kollaa Jonathan M Francis A. Oltramari 66 15 0 05 Jun 2023
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning Beichen Zhang Kun Zhou Xilin Wei Wayne Xin Zhao Jing Sha Shijin Wang Ji-Rong Wen LRM 113 39 0 04 Jun 2023
Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions Hui Yang Sifu Yue Yunzhong He RALM 72 172 0 04 Jun 2023
SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts Haibin Wu Kai-Wei Chang Yuan-Kuei Wu Hung-yi Lee 126 23 0 03 Jun 2023