Title
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 43 511 0 03 Oct 2023
Language Models Represent Space and Time Wes Gurnee Max Tegmark 54 142 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 33 41 0 03 Oct 2023
Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? Madeline Endres Sarah Fakhoury Saikat Chakraborty Shuvendu K. Lahiri 33 22 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 61 30 0 02 Oct 2023
GenSim: Generating Robotic Simulation Tasks via Large Language Models Lirui Wang Yiyang Ling Zhecheng Yuan Mohit Shridhar Chen Bao Yuzhe Qin Bailin Wang Huazhe Xu Xiaolong Wang LM&Ro 31 76 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 23 21 0 02 Oct 2023
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models Jean Kaddour Qi Liu SyDa 39 2 0 02 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 28 3 0 02 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 35 0 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 43 1 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 41 44 0 30 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 32 18 0 29 Sep 2023
LLM-grounded Video Diffusion Models Long Lian Baifeng Shi Semih Yavuz Ye Liu Boyi Li DiffM 25 54 0 29 Sep 2023
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives Elizabeth Seger Noemi Dreksler Richard Moulange Emily Dardaman Jonas Schuett ... Emma Bluemke Michael Aird Patrick Levermore Julian Hazell Abhishek Gupta 27 40 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 31 41 0 29 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 108 1,622 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 31 51 0 28 Sep 2023
Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities Zhengyi Lin Guanqiao Qu Qiyuan Chen Randy Sarayar Zhe Chen Kaibin Huang 23 90 0 28 Sep 2023
LGMCTS: Language-Guided Monte-Carlo Tree Search for Executable Semantic Object Rearrangement Haonan Chang D. K. Bukovšek T. Kosir Alex Lee Blaz Mojskerc Harish Udhaya Kumar M. Omladič Abdeslam Boularias LM&Ro 31 11 0 27 Sep 2023
CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTs Ao Wang Hui Chen Zijia Lin Sicheng Zhao Jiawei Han Guiguang Ding ViT 39 6 0 27 Sep 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey Victoria Smith Ali Shahin Shamsabadi Carolyn Ashurst Adrian Weller PILM 39 24 0 27 Sep 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen Eng Siong Chng 34 42 0 27 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 44 44 0 27 Sep 2023
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models Yuhui Xu Lingxi Xie Xiaotao Gu Xin Chen Heng Chang Hengheng Zhang Zhensu Chen Xiaopeng Zhang Qi Tian MQ 21 92 0 26 Sep 2023
Rethinking Internet Communication Through LLMs: How Close Are We? Sifat Ut Taki Spyridon Mastorakis 27 0 0 25 Sep 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 39 7 0 25 Sep 2023
A Cyberpunk 2077 perspective on the prediction and understanding of future technology Miguel Bordallo López Constantino Álvarez Casado 28 1 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 41 159 0 25 Sep 2023
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models Kailai Yang Tianlin Zhang Zi-Zhou Kuang Qianqian Xie Jimin Huang Sophia Ananiadou AI4MH 38 47 0 24 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 41 20 0 23 Sep 2023
Affect Recognition in Conversations Using Large Language Models Shutong Feng Guangzhi Sun Nurul Lubis Chao Zhang Milica Gavsić 22 4 0 22 Sep 2023
Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers Tuhin Chakrabarty Vishakh Padmakumar Faeze Brahman Smaranda Muresan 60 37 0 22 Sep 2023
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems Leonardo Ranaldi Fabio Massimo Zanzotto 36 2 0 21 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 36 81 0 21 Sep 2023
Boolformer: Symbolic Regression of Logic Functions with Transformers Stéphane dÁscoli Samy Bengio Josh Susskind Emmanuel Abbe 29 5 0 21 Sep 2023
Benchmarking quantized LLaMa-based models on the Brazilian Secondary School Exam Matheus L. O. Santos Cláudio E. C. Campelo 27 1 0 21 Sep 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 24 11 0 20 Sep 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 64 11 0 20 Sep 2023
Evaluating large language models' ability to understand metaphor and sarcasm using a screening test for Asperger syndrome Hiromu Yakura AI4MH 24 1 0 19 Sep 2023
PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models Chenhao Tang Zheng Liu Chong Ma Zihao Wu Yiwei Li ... Dajiang Zhu Quanzheng Li Xiang Li Tianming Liu Lei Fan AILaw 39 12 0 19 Sep 2023
R2GenGPT: Radiology Report Generation with Frozen LLMs Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm LM&MA VLM 33 67 0 18 Sep 2023
Proposition from the Perspective of Chinese Language: A Chinese Proposition Classification Evaluation Benchmark Conghui Niu Mengyang Hu Lin Bo Xiaoli He Dong Yu Peng Liu 24 0 0 18 Sep 2023
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages Thuat Nguyen Chien Van Nguyen Viet Dac Lai Hieu Man Nghia Trung Ngo Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen 45 97 0 17 Sep 2023
Augmenting text for spoken language understanding with Large Language Models Roshan Sharma Suyoun Kim Daniel Lazar Trang Le Akshat Shrivastava Kwanghoon Ahn Piyush Kansal Leda Sari Ozlem Kalinli Michael Seltzer 36 2 0 17 Sep 2023
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering Amir Rahimi Vanessa D’Amario Moyuru Yamada Kentaro Takemoto Tomotake Sasaki Xavier Boix 46 1 0 15 Sep 2023
When is a Foundation Model a Foundation Model Saghir Alfasly Peyman Nejat S. Hemati Jibran A. Khan Isaiah Lahr ... Aaron Mangold Lisa Boardman Vijay H. Shah Joaquin J. Garcia H. R. Tizhoosh MedIm 27 6 0 14 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 37 12 0 14 Sep 2023
Virchow: A Million-Slide Digital Pathology Foundation Model Eugene Vorontsov Alican Bozkurt Adam Casson George Shaikovski Michal Zelechowski ... Razik Yousfi Christopher Kanan David Klimstra B. Rothrock Thomas J. Fuchs MedIm 13 82 0 14 Sep 2023
Assessing the nature of large language models: A caution against anthropocentrism Ann Speed ELM AI4MH 29 3 0 14 Sep 2023