Title
Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models Paulo Pirozelli M. M. José Paulo de Tarso P. Filho A. Brandão Fabio Gagliardi Cozman LRM ELM 49 2 0 18 Dec 2023
Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview Liang Zhang Zhelun Chen 31 3 0 18 Dec 2023
One-Shot Learning as Instruction Data Prospector for Large Language Models Yunshui Li Binyuan Hui Xiaobo Xia Jiaxi Yang Min Yang ... Ling-Hao Chen Junhao Liu Tongliang Liu Fei Huang Yongbin Li 48 32 0 16 Dec 2023
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Xin Jin Jonathan Larson Weiwei Yang Zhiqiang Lin ELM 23 23 0 15 Dec 2023
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang Yingzhe Peng Haoxuan Ma Shuo Xu Chi Zhang Yucheng Han Hanwang Zhang 42 5 0 15 Dec 2023
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision Collin Burns Pavel Izmailov Jan Hendrik Kirchner Bowen Baker Leo Gao ... Adrien Ecoffet Manas Joglekar Jan Leike Ilya Sutskever Jeff Wu ELM 52 265 0 14 Dec 2023
TinyGSM: achieving >80% on GSM8k with small language models Bingbin Liu Sébastien Bubeck Ronen Eldan Janardhan Kulkarni Yuanzhi Li Anh Nguyen Rachel A. Ward Yi Zhang ALM 32 47 0 14 Dec 2023
Holodeck: Language Guided Generation of 3D Embodied AI Environments Yue Yang Fan-Yun Sun Luca Weihs Eli VanderBilt Alvaro Herrasti ... Lingjie Liu Chris Callison-Burch Mark Yatskar Aniruddha Kembhavi Christopher Clark LM&Ro 41 79 0 14 Dec 2023
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent Haoran Liao Qinyi Du Shaohua Hu Hao He Yanyan Xu Jidong Tian Yaohui Jin LRM AI4CE 40 1 0 14 Dec 2023
A Foundational Multimodal Vision Language AI Assistant for Human Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura ... Ivy Liang L. Le Tong Ding Anil V. Parwani Faisal Mahmood MedIm LM&MA 26 20 0 13 Dec 2023
CBQ: Cross-Block Quantization for Large Language Models Xin Ding Xiaoyu Liu Zhijun Tu Yun-feng Zhang Wei Li ... Hanting Chen Yehui Tang Zhiwei Xiong Baoqun Yin Yunhe Wang MQ 40 13 0 13 Dec 2023
Tell, don't show: Declarative facts influence how LLMs generalize Alexander Meinke Owain Evans 26 7 0 12 Dec 2023
Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection Caoyun Fan Jidong Tian Yitian Li Hao He Yaohui Jin 37 4 0 12 Dec 2023
Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Models Chen Ju Haicheng Wang Zeqian Li Xu Chen Zhonghua Zhai Weilin Huang Shuai Xiao VLM 76 7 0 12 Dec 2023
Humans vs Large Language Models: Judgmental Forecasting in an Era of Advanced AI Mahdi Abolghasemi Odkhishig Ganbold Kristian Rotaru 40 8 0 12 Dec 2023
AnyHome: Open-Vocabulary Generation of Structured and Textured 3D Homes Rao Fu Zehao Wen Zichen Liu Srinath Sridhar 41 30 0 11 Dec 2023
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping Will Thompson D. Vidmar Jessica K. De Freitas John M. Pfeifer Brandon K. Fornwalt ... Kabir Manghnani Andrew C. Nelsen Kellie Morland Martin C. Stumpe Riccardo Miotto LM&MA 23 9 0 11 Dec 2023
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models Haoran Wei Lingyu Kong Jinyue Chen Liang Zhao Zheng Ge Jinrong Yang Jian‐Yuan Sun Chunrui Han Xiangyu Zhang MLLM VLM 66 74 0 11 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 35 8 0 11 Dec 2023
Prospective Role of Foundation Models in Advancing Autonomous Vehicles Jianhua Wu B. Gao Jincheng Gao Jianhao Yu Hongqing Chu ... Xun Gong Yi Chang H. E. Tseng Hong Chen Jie Chen 48 4 0 08 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 37 10 0 08 Dec 2023
Latent Skill Discovery for Chain-of-Thought Reasoning Zifan Xu Haozhu Wang Dmitriy Bespalov Peter Stone Yanjun Qi ReLM LRM 61 2 0 07 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 41 24 0 07 Dec 2023
Using Large Language Models for Hyperparameter Optimization Michael Ruogu Zhang Nishkrit Desai Juhan Bae Jonathan Lorraine Jimmy Ba 41 51 0 07 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Chengshu Li Jacky Liang Andy Zeng Xinyun Chen Karol Hausman Dorsa Sadigh Sergey Levine Fei-Fei Li Fei Xia Brian Ichter LLMAG LRM 36 72 0 07 Dec 2023
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs Yunsheng Ma Can Cui Xu Cao Wenqian Ye Peiran Liu ... Rohit Gupta Kyungtae Han Aniket Bera James M. Rehg Ziran Wang 40 43 0 07 Dec 2023
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models Zongjie Li Chaozheng Wang Chaowei Liu Pingchuan Ma Daoyuan Wu Shuai Wang Cuiyun Gao VLM 37 6 0 07 Dec 2023
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 48 2 0 06 Dec 2023
Context Diffusion: In-Context Aware Image Generation Ivona Najdenkoska Animesh Sinha Abhimanyu Dubey Dhruv Mahajan Vignesh Ramanathan Filip Radenovic DiffM 21 10 0 06 Dec 2023
A Hardware Evaluation Framework for Large Language Model Inference Hengrui Zhang August Ning R. Prabhakar D. Wentzlaff ELM 35 17 0 05 Dec 2023
Generating Interpretable Networks using Hypernetworks Isaac Liao Ziming Liu Max Tegmark 47 2 0 05 Dec 2023
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng Jiang Heng Ji Jiawei Han AI4CE 47 141 0 05 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 67 9 0 05 Dec 2023
Creative Agents: Empowering Agents with Imagination for Creative Tasks Chi Zhang Penglin Cai Yuhui Fu Haoqi Yuan Zongqing Lu LM&Ro LLMAG 51 20 0 05 Dec 2023
Fine-Tuning Language Models for Context-Specific SQL Query Generation Amine Rebei 28 6 0 04 Dec 2023
SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention Isabel Leal Krzysztof Choromanski Deepali Jain Kumar Avinava Dubey Jake Varley ... Q. Vuong Tamás Sarlós Kenneth Oslund Karol Hausman Kanishka Rao 49 8 0 04 Dec 2023
Good Questions Help Zero-Shot Image Reasoning Kaiwen Yang Tao Shen Xinmei Tian Xiubo Geng Chongyang Tao Dacheng Tao Dinesh Manocha LRM 42 7 0 04 Dec 2023
How to Configure Good In-Context Sequence for Visual Question Answering Li Li Jiawei Peng Huiyi Chen Chongyang Gao Xu Yang MLLM 28 20 0 04 Dec 2023
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective Can Jin Tianjin Huang Yihua Zhang Mykola Pechenizkiy Sijia Liu Shiwei Liu Tianlong Chen VLM 41 26 0 03 Dec 2023
Segment and Caption Anything Xiaoke Huang Jianfeng Wang Yansong Tang Zheng Zhang Han Hu Jiwen Lu Lijuan Wang Zicheng Liu MLLM VLM 39 18 0 01 Dec 2023
Merlin:Empowering Multimodal LLMs with Foresight Minds En Yu Liang Zhao Yana Wei Jinrong Yang Dongming Wu ... Haoran Wei Tiancai Wang Zheng Ge Xiangyu Zhang Wenbing Tao LRM 28 25 0 30 Nov 2023
AviationGPT: A Large Language Model for the Aviation Domain Liya Wang Jason Chou Xin Zhou A. Tien Diane M. Baumgartner 27 7 0 29 Nov 2023
AgentAvatar: Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents Duomin Wang Bin Dai Yu Deng Baoyuan Wang VGen 58 5 0 29 Nov 2023
LEAP: LLM-Generation of Egocentric Action Programs Eadom Dessalene Michael Maynord Cornelia Fermuller Yiannis Aloimonos 45 2 0 29 Nov 2023
Biomedical knowledge graph-optimized prompt generation for large language models Karthik Soman Peter W Rose John H Morris Rabia E Akbas Brett Smith ... Angela Rizk-Jackson Sharat Israni Charlotte A. Nelson Sui Huang Sergio Baranzini AI4MH 24 24 0 29 Nov 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 29 7 0 28 Nov 2023
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 100 204 0 28 Nov 2023
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Harsha Nori Yin Tat Lee Sheng Zhang Dean Carignan Richard Edgar ... Hoifung Poon Tao Qin Naoto Usuyama Chris White Eric Horvitz LM&MA AI4MH MedIm ELM 47 294 0 28 Nov 2023
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 61 14 0 27 Nov 2023
Towards Responsible Governance of Biological Design Tools Richard Moulange Max Langenkamp Tessa Alexanian Samuel Curtis Morgan Livingston ELM SILM 42 2 0 27 Nov 2023