Title
Evaluating GPT-4's Vision Capabilities on Brazilian University Admission Exams Ramon Pires Thales Sales Almeida Hugo Queiroz Abonizio Rodrigo Nogueira ELM 22 3 0 23 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 31 7 0 23 Nov 2023
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Thomas P. Zollo Todd Morrill Zhun Deng Jake C. Snell T. Pitassi Richard Zemel 43 8 0 22 Nov 2023
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents Zihao Zhou Bin-Bin Hu Chenyang Zhao Pu Zhang Bin Liu LLMAG 29 9 0 22 Nov 2023
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning Yilun Liu Shimin Tao Xiaofeng Zhao Ming Zhu Wenbing Ma ... Min Zhang Hongxia Ma Li Zhang Hao Yang Yanfei Jiang 30 10 0 22 Nov 2023
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMs Yonghui Wang Wen-gang Zhou Hao Feng Keyi Zhou Houqiang Li 66 18 0 22 Nov 2023
Positional Description Matters for Transformers Arithmetic Ruoqi Shen Sébastien Bubeck Ronen Eldan Yin Tat Lee Yuanzhi Li Yi Zhang 34 37 0 22 Nov 2023
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 36 6 0 21 Nov 2023
Keeping Users Engaged During Repeated Administration of the Same Questionnaire: Using Large Language Models to Reliably Diversify Questions Hye Sun Yun Mehdi Arjmand Phillip Raymond Sherlock Michael K Paasche-Orlow James W. Griffith Timothy W. Bickmore 24 0 0 21 Nov 2023
Looped Transformers are Better at Learning Learning Algorithms Liu Yang Kangwook Lee Robert D. Nowak Dimitris Papailiopoulos 24 24 0 21 Nov 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 38 55 0 21 Nov 2023
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge Bowen Jiang Zhijun Zhuang Shreyas S. Shivakumar Camillo J Taylor 31 6 0 21 Nov 2023
A Survey on Multimodal Large Language Models for Autonomous Driving Can Cui Yunsheng Ma Xu Cao Wenqian Ye Yang Zhou ... Xinrui Yan Shuqi Mei Jianguo Cao Ziran Wang Chao Zheng 41 251 0 21 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 Nov 2023
Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language Corrections Lihan Zha Yuchen Cui Li-Heng Lin Minae Kwon Montse Gonzalez Arenas Andy Zeng Fei Xia Dorsa Sadigh 35 36 0 17 Nov 2023
Complementary Advantages of ChatGPTs and Human Readers in Reasoning: Evidence from English Text Reading Comprehension Tongquan Zhou Yao Zhang Siyi Cao Yulu Li Tao Wang AI4MH LRM 35 2 0 17 Nov 2023
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 28 14 0 16 Nov 2023
CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset Le Chen Arijit Bhattacharjee Nesreen K. Ahmed N. Hasabnis Gal Oren Bin Lei Ali Jannesari LRM 29 3 0 11 Nov 2023
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts Yichen Gong Delong Ran Jinyuan Liu Conglei Wang Tianshuo Cong Anyu Wang Sisi Duan Xiaoyun Wang MLLM 129 118 0 09 Nov 2023
Chain of Images for Intuitively Reasoning Fanxu Meng Haotong Yang Yiding Wang Muhan Zhang LRM 36 6 0 09 Nov 2023
Quantifying Uncertainty in Natural Language Explanations of Large Language Models Sree Harsha Tanneru Chirag Agarwal Himabindu Lakkaraju LRM 27 14 0 06 Nov 2023
RoboVQA: Multimodal Long-Horizon Reasoning for Robotics P. Sermanet Tianli Ding Jeffrey Zhao Fei Xia Debidatta Dwibedi ... Pannag R. Sanketi Karol Hausman Izhak Shafran Brian Ichter Yuan Cao LM&Ro 33 50 0 01 Nov 2023
SAGE: Smart home Agent with Grounded Execution D. Rivkin F. Hogan Amal Feriani Abhisek Konar Adam Sigal Steve Liu Gregory Dudek LM&Ro LLMAG ELM LRM 34 3 0 01 Nov 2023
Advances in Embodied Navigation Using Large Language Models: A Survey Jinzhou Lin Han Gao Xuxiang Feng Rongtao Xu Changwei Wang Man Zhang Li Guo Shibiao Xu LM&Ro LLMAG 66 9 0 01 Nov 2023
Multi-Agent Consensus Seeking via Large Language Models Huaben Chen Wenkang Ji Lufeng Xu Shiyu Zhao LM&Ro LLMAG 67 20 0 31 Oct 2023
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models Xue Yan Yan Song Xinyu Cui Filippos Christianos Haifeng Zhang D. Mguni Jun Wang LRM 116 6 0 27 Oct 2023
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 56 108 0 26 Oct 2023
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning Ananth Balashankar Xiao Ma Aradhana Sinha Ahmad Beirami Yao Qin Jilin Chen Alex Beutel 24 2 0 25 Oct 2023
HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models Yinghui He Yufan Wu Yilin Jia Rada Mihalcea Yulong Chen Naihao Deng LRM LLMAG 35 21 0 25 Oct 2023
Evaluating General-Purpose AI with Psychometrics Xiting Wang Liming Jiang Jose Hernandez-Orallo David Stillwell Luning Sun Fang Luo Xing Xie AI4MH ELM 30 12 0 25 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 41 24 0 25 Oct 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian-Yu Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 31 28 0 23 Oct 2023
AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models Jiarun Liu Wentao Hu Chunhong Zhang 30 2 0 20 Oct 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan A. Rossi Somdeb Sarkhel Chao Zhang LLMAG 36 53 0 20 Oct 2023
Towards Understanding Sycophancy in Language Models Mrinank Sharma Meg Tong Tomasz Korbak David Duvenaud Amanda Askell ... Oliver Rausch Nicholas Schiefer Da Yan Miranda Zhang Ethan Perez 213 192 0 20 Oct 2023
Reliable Academic Conference Question Answering: A Study Based on Large Language Model Zhiwei Huang Long Jin Junjie Wang Mingchen Tu Yin Hua Zhiqiang Liu Jiawei Meng Hua-zeng Chen Wen Zhang 31 0 0 19 Oct 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 38 3 0 16 Oct 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails Traian Rebedea R. Dinu Makesh Narsimhan Sreedhar Christopher Parisien Jonathan Cohen KELM 19 132 0 16 Oct 2023
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs Ananya Singha J. Cambronero Sumit Gulwani Vu Le Chris Parnin LMTD 25 32 0 16 Oct 2023
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations Heyuan Yao Zhenhua Song Yuyang Zhou Tenglong Ao Baoquan Chen Libin Liu 21 38 0 16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 117 0 16 Oct 2023
On Generative Agents in Recommendation An Zhang Yuxin Chen Leheng Sheng Xiang Wang Tat-Seng Chua 38 43 0 16 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies Alon Jacovi Avi Caciularu Jonathan Herzig Roee Aharoni Bernd Bohnet Mor Geva ELM 31 6 0 16 Oct 2023
Improving Large Language Model Fine-tuning for Solving Math Problems Yixin Liu Avi Singh C. D. Freeman John D. Co-Reyes Peter J. Liu LRM ReLM 40 45 0 16 Oct 2023
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 24 63 0 16 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 18 10 0 15 Oct 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq R. Joty LRM 28 42 0 13 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Yifan Zhu Luu Anh Tuan RALM 31 38 0 13 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 18 16 0 13 Oct 2023
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs Yu-xin Zhang Lirui Zhao Mingbao Lin Yunyun Sun Yiwu Yao Xingjia Han Jared Tanner Shiwei Liu Rongrong Ji SyDa 39 40 0 13 Oct 2023