Title
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation Tung Phung Victor-Alexandru Pădurean Anjali Singh Christopher A. Brooks J. Cambronero Sumit Gulwani Adish Singla Gustavo Soares 89 47 0 05 Oct 2023
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures Thorsten Händler LLMAG 92 24 0 05 Oct 2023
Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning Huan Ma Changqing Zhang Huazhu Fu Peilin Zhao Bing Wu OffRL AI4MH 113 21 0 05 Oct 2023
Evaluating Hallucinations in Chinese Large Language Models Qinyuan Cheng Tianxiang Sun Wenwei Zhang Siyin Wang Xiangyang Liu ... Junliang He Mianqiu Huang Zhangyue Yin Kai Chen Xipeng Qiu HILM ELM 82 27 0 05 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 110 16 0 05 Oct 2023
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction Zeyuan Wang Qiang Zhang Keyan Ding Ming Qin Zhuang Xiang Xiaotong Li Huajun Chen 104 32 0 05 Oct 2023
Predicting Emergent Abilities with Infinite Resolution Evaluation Shengding Hu Xin Liu Xu Han Xinrong Zhang Chaoqun He ... Ning Ding Zebin Ou Guoyang Zeng Zhiyuan Liu Maosong Sun ELM LRM 69 15 0 05 Oct 2023
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation Tu Vu Mohit Iyyer Xuezhi Wang Noah Constant Jerry W. Wei ... Chris Tar Yun-hsuan Sung Denny Zhou Quoc Le Thang Luong KELM HILM LRM 129 219 0 05 Oct 2023
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Saaket Agashe Yue Fan Anthony Reyna Xin Eric Wang LLMAG LRM 162 16 0 05 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 125 1 0 05 Oct 2023
Can Language Models Employ the Socratic Method? Experiments with Code Debugging Erfan Al-Hossami Razvan Bunescu Justin Smith Ryan Teehan LRM 83 13 0 04 Oct 2023
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models An Yan Yu Wang Yiwu Zhong Zexue He Petros Karypis ... Chengyu Dong Amilcare Gentili Chun-Nan Hsu Jingbo Shang Julian McAuley 90 32 0 04 Oct 2023
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning Murong Yue Jie Zhao Min Zhang Liang Du Ziyu Yao LRM 130 71 0 04 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 131 248 0 04 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 212 6 0 04 Oct 2023
DOMINO: A Dual-System for Multi-step Visual Language Reasoning Peifang Wang O. Yu. Golovneva Armen Aghajanyan Xiang Ren Muhao Chen Asli Celikyilmaz Maryam Fazel-Zarandi LRM 55 9 0 04 Oct 2023
How FaR Are Large Language Models From Agents with Theory-of-Mind? Pei Zhou Aman Madaan Srividya Pranavi Potharaju Aditya Gupta Kevin R. McKee ... Xiang Ren Swaroop Mishra Aida Nematzadeh Shyam Upadhyay Manaal Faruqui LRM AI4CE 81 53 0 04 Oct 2023
Improving Automatic VQA Evaluation Using Large Language Models Oscar Manas Benno Krojer Aishwarya Agrawal 95 25 0 04 Oct 2023
EcoAssistant: Using LLM Assistant More Affordably and Accurately Jieyu Zhang Ranjay Krishna Ahmed Hassan Awadallah Chi Wang 86 40 0 03 Oct 2023
Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions Naiming Liu Shashank Sonkar Zichao Wang Simon Woodhead Richard G. Baraniuk LRM AI4Ed 44 14 0 03 Oct 2023
Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions Yufan Chen Arjun Arunasalam Z. Berkay Celik 74 38 0 03 Oct 2023
Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation E. Zelikman Eliana Lorch Lester W. Mackey Adam Tauman Kalai LRM ReLM 90 59 0 03 Oct 2023
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts Pan Lu Hritik Bansal Tony Xia Jiacheng Liu Chun-yue Li Hannaneh Hajishirzi Hao Cheng Kai-Wei Chang Michel Galley Jianfeng Gao LRM MLLM 167 669 0 03 Oct 2023
Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving Tushar Choudhary Vikrant Dewangan Shivam Chandhok Shubham Priyadarshan Anushka Jain A. K. Singh Siddharth Srivastava Krishna Murthy Jatavallabhula K. M. Krishna 102 66 0 03 Oct 2023
Think before you speak: Training Language Models With Pause Tokens Sachin Goyal Ziwei Ji A. S. Rawat A. Menon Sanjiv Kumar Vaishnavh Nagarajan LRM 111 122 0 03 Oct 2023
Ask Again, Then Fail: Large Language Models' Vacillations in Judgment Qiming Xie Zengzhi Wang Yi Feng Rui Xia AAML HILM 111 9 0 03 Oct 2023
Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language Models Michael Xieyang Liu Tongshuang Wu Tianying Chen Franklin Mingzhe Li A. Kittur Brad A. Myers LRM RALM 110 22 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 182 44 0 03 Oct 2023
Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems Aniruddha Deb Neeva Oza Sarthak Singla Dinesh Khandelwal Dinesh Garg Parag Singla 61 8 0 03 Oct 2023
Language Models as Knowledge Bases for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 76 3 0 03 Oct 2023
Discrete, compositional, and symbolic representations through attractor dynamics Andrew Nam Eric Elmoznino Nikolay Malkin Chen Sun Yoshua Bengio Guillaume Lajoie 98 1 0 03 Oct 2023
Large Language Models Cannot Self-Correct Reasoning Yet Jie Huang Xinyun Chen Swaroop Mishra Huaixiu Steven Zheng Adams Wei Yu Xinying Song Denny Zhou ReLM LRM 106 488 0 03 Oct 2023
Nugget: Neural Agglomerative Embeddings of Text Guanghui Qin Benjamin Van Durme 73 20 0 03 Oct 2023
HPC-GPT: Integrating Large Language Model for High-Performance Computing Xianzhong Ding Le Chen M. Emani Chunhua Liao Pei-Hung Lin T. Vanderbruggen Zhen Xie Alberto Cerpa Wan Du LM&MA AI4MH 83 29 0 03 Oct 2023
Can GPT-4 Replicate Empirical Software Engineering Research? Jenny T Liang Carmen Badea Christian Bird R. Deline Denae Ford Nicole Forsgren Thomas Zimmermann 91 11 0 03 Oct 2023
Large Language Models as Analogical Reasoners Michihiro Yasunaga Xinyun Chen Yujia Li Panupong Pasupat J. Leskovec Percy Liang Ed H. Chi Denny Zhou ReLM LRM 111 87 0 03 Oct 2023
What's the Magic Word? A Control Theory of LLM Prompting Aman Bhargava Cameron Witkowski Manav Shah Matt W. Thomson LLMAG 123 31 0 02 Oct 2023
GPT-Driver: Learning to Drive with GPT Jiageng Mao Yuxi Qian Junjie Ye Hang Zhao Yue Wang LRM 84 243 0 02 Oct 2023
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy Pingzhi Li Zhenyu Zhang Prateek Yadav Yi-Lin Sung Yu Cheng Mohit Bansal Tianlong Chen MoMe 85 39 0 02 Oct 2023
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation Shenzhi Wang Chang Liu Zilong Zheng Siyuan Qi Shuo Chen Qisen Yang Andrew Zhao Chaofei Wang Shiji Song Gao Huang LLMAG 118 70 0 02 Oct 2023
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence Wei Sun Mingxiao Li Damien Sileo Jesse Davis Marie-Francine Moens MedIm 43 1 0 02 Oct 2023
Label Supervised LLaMA Finetuning Zongxi Li Xianming Li Yuzhang Liu Haoran Xie Jing Li F. Wang Qing Li Xiaoqin Zhong ALM 64 23 0 02 Oct 2023
Quantifying the Plausibility of Context Reliance in Neural Machine Translation Gabriele Sarti Grzegorz Chrupala Malvina Nissim Arianna Bisazza 83 5 0 02 Oct 2023
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives Sihao Hu Tiansheng Huang Fatih İlhan Selim Furkan Tekin Ling Liu 101 57 0 02 Oct 2023
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 192 80 0 02 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 139 238 0 02 Oct 2023
Tool-Augmented Reward Modeling Lei Li Yekun Chai Shuohuan Wang Yu Sun Hao Tian Ningyu Zhang Hua Wu OffRL 113 14 0 02 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 70 3 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 108 20 0 02 Oct 2023
Enabling Language Models to Implicitly Learn Self-Improvement Ziqi Wang Le Hou Tianjian Lu Yuexin Wu Yunxuan Li Hongkun Yu Heng Ji ReLM LRM 65 6 0 02 Oct 2023