Title
Benchmarking Causal Study to Interpret Large Language Models for Source Code Daniel Rodríguez-Cárdenas David Nader-Palacio Dipin Khati Henry Burke Denys Poshyvanyk CML ELM 75 15 0 23 Aug 2023
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries Noel Ngu Nathaniel Lee Paulo Shakarian 80 4 0 22 Aug 2023
ViCo: Engaging Video Comment Generation with Human Preference Rewards Yuchong Sun Bei Liu Xu Chen Ruihua Song Jianlong Fu VGen 58 2 0 22 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 121 227 0 20 Aug 2023
PUMGPT: A Large Vision-Language Model for Product Understanding Wei Xue Zongyi Guo Baoliang Cui Zengming Tang Weiwei Zhang Haihong Tang Shuhui Wu Weiming Lu VLM 72 2 0 18 Aug 2023
Document Automation Architectures: Updated Survey in Light of Large Language Models Mohammad Ahmadi Achachlouei Omkar Patil Tarun Joshi V. Nair VLM AI4CE 117 2 0 18 Aug 2023
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding K. Mangalam Raiymbek Akshulakov Jitendra Malik 175 310 0 17 Aug 2023
Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We? A. Mastropaolo M. D. Penta Gabriele Bavota 63 9 0 17 Aug 2023
Large Language Models at Work in China's Labor Market Qin Chen Jinfeng Ge Huaqing Xie Xingcheng Xu Yanqing Yang 123 2 0 17 Aug 2023
Convergence of Two-Layer Regression with Nonlinear Units Yichuan Deng Zhao Song Shenghao Xie 80 7 0 16 Aug 2023
Better Zero-Shot Reasoning with Role-Play Prompting Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xiaoxia Zhou Enzhi Wang Xiaohang Dong ReLM LLMAG LRM 87 178 0 15 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 130 3 0 13 Aug 2023
C5: Towards Better Conversation Comprehension and Contextual Continuity for ChatGPT Pan Liang Danwei Ye Zihao Zhu Yunchao Wang Wang Xia Ronghua Liang Guodao Sun 67 4 0 10 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 100 11 0 09 Aug 2023
SAPIEN: Affective Virtual Agents Powered by Large Language Models Masum Hasan Cengiz Ozel Sammy Potter E. Hoque VLM LLMAG 74 8 0 06 Aug 2023
InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent Po-Lin Chen Cheng-Shang Chang LM&Ro LLMAG 77 14 0 03 Aug 2023
Flows: Building Blocks of Reasoning and Collaborating AI Martin Josifoski Lars Klein Maxime Peyrard Nicolas Mario Baldwin Yifei Li ... Julian Paul Schnitzler Yuxing Yao Jiheng Wei Debjit Paul Robert West AI4CE 116 25 0 02 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 150 44 0 01 Aug 2023
Evaluating ChatGPT and GPT-4 for Visual Programming Adish Singla 99 21 0 30 Jul 2023
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning Tiezhu Sun Weiguo Pian N. Daoudi Kevin Allix Tegawende F. Bissyande Jacques Klein 131 1 0 30 Jul 2023
TrafficSafetyGPT: Tuning a Pre-trained Large Language Model to a Domain-Specific Expert in Transportation Safety Ou Zheng Mohamed Abdel-Aty Dongdong Wang Chenzhu Wang Shengxuan Ding 99 22 0 28 Jul 2023
Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions S. Sohail Faiza Farhat Yassine Himeur Mohammad Nadeem D. Madsen Yashbir Singh Shadi Atalla W. Mansoor 106 123 0 26 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 146 128 0 25 Jul 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 194 226 0 24 Jul 2023
$Few-shot $\mathbf{1/a}$ Anomalies Feedback : Damage Vision Mining Opportunity and Embedding Feature Imbalance$ Few-shot $\mathbf{1/a}$ Anomalies Feedback : Damage Vision Mining Opportunity and Embedding Feature Imbalance Takato Yasuno AI4TS 137 0 0 24 Jul 2023
An Intelligent Remote Sensing Image Quality Inspection System Yi Yu Tao Wang Kang Ran Changjiang Li Hao Wu 47 1 0 22 Jul 2023
"Tidy Up the Table": Grounding Common-sense Objective for Tabletop Object Rearrangement Yiqing Xu David Hsu LM&Ro LMTD 91 0 0 21 Jul 2023
Code Detection for Hardware Acceleration Using Large Language Models Pablo Antonio Martínez Gregorio Bernabé J. M. García 42 2 0 19 Jul 2023
Large Language Models can accomplish Business Process Management Tasks Michael Grohs Luka Abb Nourhan Elsayed Jana-Rebecca Rehse 85 38 0 19 Jul 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 98 55 0 17 Jul 2023
Image Captions are Natural Prompts for Text-to-Image Models Shiye Lei Hao Chen Senyang Zhang Bo Zhao Dacheng Tao VLM 115 23 0 17 Jul 2023
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study Peiyu Liu Zikang Liu Ze-Feng Gao Dawei Gao Wayne Xin Zhao Yaliang Li Bolin Ding Ji-Rong Wen MQ LRM 94 35 0 16 Jul 2023
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models Wenlong Huang Chen Wang Ruohan Zhang Yunzhu Li Jiajun Wu Li Fei-Fei LM&Ro 134 520 0 12 Jul 2023
PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks I. Char J. Schneider 75 4 0 12 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 80 17 0 11 Jul 2023
RoCo: Dialectic Multi-Robot Collaboration with Large Language Models Zhao Mandi Shreeya Jain Shuran Song LM&Ro LLMAG 75 141 0 10 Jul 2023
Can Generative Large Language Models Perform ASR Error Correction? Rao Ma Mengjie Qian Potsawee Manakul Mark Gales Kate Knill AuLLM KELM 82 60 0 09 Jul 2023
Answering Ambiguous Questions via Iterative Prompting Weiwei Sun Hengyi Cai Hongshen Chen Fajie Yuan Zhumin Chen Maarten de Rijke Zhaochun Ren 86 11 0 08 Jul 2023
On the Efficacy of Sampling Adapters Clara Meister Tiago Pimentel Luca Malagutti Ethan Gotlieb Wilcox Ryan Cotterell 124 14 0 07 Jul 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo MLLM VLM 168 238 0 07 Jul 2023
VideoGLUE: Video General Understanding Evaluation of Foundation Models Liangzhe Yuan N. B. Gundavarapu Long Zhao Hao Zhou Huayu Chen ... Florian Schroff Hartwig Adam Ming-Hsuan Yang Ting Liu Boqing Gong ELM 85 10 0 06 Jul 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 138 26 0 06 Jul 2023
Enhancing LLM with Evolutionary Fine Tuning for News Summary Generation Le Xiao Xiaolin Chen 70 21 0 06 Jul 2023
What Should Data Science Education Do with Large Language Models? Xinming Tu James Zou Weijie J. Su Linjun Zhang AI4Ed 92 35 0 06 Jul 2023
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Yifei Shen Jiawei Shao Xinjie Zhang Zehong Lin Hao Pan Dongsheng Li Jun Zhang Khaled B. Letaief 142 90 0 06 Jul 2023
RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models Brandon Kynoch Hugo Latapie Dwane van der Sluis CLL LLMAG KELM 79 2 0 06 Jul 2023
External Reasoning: Towards Multi-Large-Language-Models Interchangeable Assistance with Human Feedback Akide Liu KELM LRM 49 1 0 05 Jul 2023
Dadu-RBD: Robot Rigid Body Dynamics Accelerator with Multifunctional Pipelines Yuxin Yang Xiaoming Chen Yinhe Han 64 7 0 05 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 177 348 0 05 Jul 2023
ProPILE: Probing Privacy Leakage in Large Language Models Siwon Kim Sangdoo Yun Hwaran Lee Martin Gubri Sungroh Yoon Seong Joon Oh PILM 488 112 3 04 Jul 2023