Title
GRID: A Platform for General Robot Intelligence Development Sai H. Vemprala Shuhang Chen Abhinav Shukla Dinesh Narayanan Ashish Kapoor 91 10 0 02 Oct 2023
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers Xiaoqiang Lin Zhaoxuan Wu Zhongxiang Dai Wenyang Hu Yao Shu See-Kiong Ng Patrick Jaillet Bryan Kian Hsiang Low 99 11 0 02 Oct 2023
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models Man Luo Shrinidhi Kumbhar Ming shen Mihir Parmar Neeraj Varshney Pratyay Banerjee Somak Aditya Chitta Baral ReLM ELM LRM 137 31 0 02 Oct 2023
TRAM: Benchmarking Temporal Reasoning for Large Language Models Yuqing Wang Yun Zhao LRM 111 14 0 02 Oct 2023
Parameter-Efficient Tuning Helps Language Model Alignment Tianci Xue Ziqi Wang Heng Ji ALM 67 7 0 01 Oct 2023
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models Yiyang Zhou Chenhang Cui Jaehong Yoon Linjun Zhang Zhun Deng Chelsea Finn Mohit Bansal Huaxiu Yao MLLM 167 186 0 01 Oct 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 126 41 0 01 Oct 2023
Improving Length-Generalization in Transformers via Task Hinting Pranjal Awasthi Anupam Gupta 76 9 0 01 Oct 2023
Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning Jianpeng Zhou Wanjun Zhong Yanlin Wang Jiahai Wang LRM 127 8 0 01 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 113 22 0 01 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 91 25 0 01 Oct 2023
Adapting LLM Agents with Universal Feedback in Communication Kuan-Chieh Wang Yadong Lu Michael Santacroce Yeyun Gong Chao Zhang Yelong Shen LLMAG 84 9 0 01 Oct 2023
Self-Supervised Open-Ended Classification with Small Visual Language Models Mohammad Mahdi Derakhshani Ivona Najdenkoska Cees G. M. Snoek M. Worring Yuki M. Asano VLM 122 0 0 30 Sep 2023
LANCAR: Leveraging Language for Context-Aware Robot Locomotion in Unstructured Environments Chak Lam Shek Xiyang Wu Wesley A Suttle Carl E. Busart Erin Zaroukian Dinesh Manocha Pratap Tokekar Amrit Singh Bedi LLMAG 127 10 0 30 Sep 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 62 1 0 30 Sep 2023
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ Jonas Belouadi Anne Lauscher Steffen Eger 75 31 0 30 Sep 2023
Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models Safoora Yousefi Leo Betthauser Hosein Hasanbeig Raphael Milliere Ida Momennejad 61 4 0 30 Sep 2023
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method Xuan Zhang Wei Gao LRM 61 96 0 30 Sep 2023
Understanding In-Context Learning from Repetitions Jianhao Yan Jin Xu Chiyu Song Chenming Wu Yafu Li Yue Zhang 112 24 0 30 Sep 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 87 50 0 30 Sep 2023
Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts Prompting Baphumelele Masikisiki Vukosi Marivate Y. Hlophe LRM ELM 51 6 0 30 Sep 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 92 64 0 29 Sep 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 96 21 0 29 Sep 2023
SocREval: Large Language Models with the Socratic Method for Reference-Free Reasoning Evaluation Hangfeng He Hongming Zhang Dan Roth LRM ELM ReLM 119 15 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 150 168 0 29 Sep 2023
A Large Language Model Approach to Educational Survey Feedback Analysis Michael J. Parker Caitlin Anderson Claire Stone YeaRim Oh ELM LM&MA AI4Ed 111 17 0 29 Sep 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Ansong Ni Pengcheng Yin Yilun Zhao Chen Wei Yanjun Wang ... Mingyuan Zhang Chen Change Loy Yingbo Zhou Dragomir R. Radev Arman Cohan ELM 87 20 0 29 Sep 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Hao Peng Heng Ji LLMAG KELM 128 69 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 118 45 0 29 Sep 2023
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Baizhou Huang Hugo Caselles-Dupré Weizhu Chen Xiaojun Wan Mohamed Chetouani LRM 106 31 0 29 Sep 2023
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation Sahar Abdelnabi Amr Gomaa S. Sivaprasad Lea Schonherr Mario Fritz 100 41 0 29 Sep 2023
Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training Xidong Feng Bo Liu Muning Wen Stephen Marcus McAleer Ying Wen Weinan Zhang Jun Wang LRM AI4CE 91 202 0 29 Sep 2023
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks A. Maritan Jiaao Chen S. Dey Luca Schenato Diyi Yang Xing Xie ELM LRM 158 54 0 29 Sep 2023
Using Large Language Models for Qualitative Analysis can Introduce Serious Bias Julian Ashwin Aditya Chhabra Vijayendra Rao 53 25 0 29 Sep 2023
"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language Models Sizhe Wei Yifan Lu LRM 124 6 0 29 Sep 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Chrisantha Fernando Dylan Banarse Henryk Michalewski Simon Osindero Tim Rocktaschel LLMAG ReLM LRM 105 211 0 28 Sep 2023
Stress Testing Chain-of-Thought Prompting for Large Language Models Aayush Mishra Jitin Singla LRM 18 2 0 28 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 369 1,921 0 28 Sep 2023
Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Jin Huang Xingjian Zhang Qiaozhu Mei Jiaqi Ma 87 15 0 28 Sep 2023
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond Timothée Darcet Yuyu Zhang Yijie Zhu Chenguang Xi Pengyang Gao Piotr Bojanowski Kevin Chen-Chuan Chang ELM 68 24 0 28 Sep 2023
A Benchmark for Learning to Translate a New Language from One Grammar Book Garrett Tanzer Mirac Suzgun Chenguang Xi Dan Jurafsky Luke Melas-Kyriazi 86 61 0 28 Sep 2023
Cyber Sentinel: Exploring Conversational Agents in Streamlining Security Tasks with GPT-4 Mehrdad Kaheh Danial Khosh Kholgh Panos Kostakos 83 16 0 28 Sep 2023
Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks Wenke Huang Filippos Christianos Zhibin Li 74 9 0 28 Sep 2023
At Which Training Stage Does Code Data Help LLMs Reasoning? Xiaogang Jia Yue Liu Yue Yu Yuanliang Zhang Yu Jiang Changjian Wang Shanshan Li LRM SyDa 112 69 0 28 Sep 2023
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models Licheng Wen Daocheng Fu Xin Li Xinyu Cai Tengyu Ma Pinlong Cai Min Dou Botian Shi Liang He Yu Qiao 115 166 0 28 Sep 2023
Language models in molecular discovery Chaoqi Wang Yibo Jiang Chenghao Yang Han Liu Yuxin Chen 70 7 0 28 Sep 2023
Attention Sorting Combats Recency Bias In Long Context Language Models A. Peysakhovich Adam Lerer LRM RALM 121 52 0 28 Sep 2023
Compositional Sculpting of Iterative Generative Processes Yixuan Wang Sebastiaan De Peuter Mingtong Zhang Vikas Garg Samuel Kaski Tommi Jaakkola DiffM 121 15 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 89 13 0 28 Sep 2023
OceanChat: Piloting Autonomous Underwater Vehicles in Natural Language Jia Huang Mengxue Hou Junkai Wang Fumin Zhang 87 5 0 27 Sep 2023