Title
Power Hungry Processing: Watts Driving the Cost of AI Deployment? Sasha Luccioni Yacine Jernite Emma Strubell 49 165 0 28 Nov 2023
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis Xiaohui Chen Yongfei Liu Yingxiang Yang Jianbo Yuan Quanzeng You Liping Liu Hongxia Yang DiffM 56 12 0 28 Nov 2023
LLMs for Science: Usage for Code Generation and Data Analysis Mohamed Nejjar Luca Zacharias Fabian Stiehle Ingo Weber 31 20 0 28 Nov 2023
Agents meet OKR: An Object and Key Results Driven Agent System with Hierarchical Self-Collaboration and Self-Evaluation Yi Zheng Chongyang Ma Kanle Shi Haibin Huang 38 4 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 57 299 0 28 Nov 2023
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 44 84 0 27 Nov 2023
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Zeming Chen Alejandro Hernández Cano Angelika Romanou Antoine Bonnet Kyle Matoba ... Axel Marmet Syrielle Montariol Mary-Anne Hartley Martin Jaggi Antoine Bosselut LM&MA AI4MH MedIm 70 186 0 27 Nov 2023
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI Xiang Yue Yuansheng Ni Kai Zhang Tianyu Zheng Ruoqi Liu ... Yibo Liu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen OSLM ELM VLM 106 806 0 27 Nov 2023
Leveraging deep active learning to identify low-resource mobility functioning information in public clinical notes Tuan-Dung Le Zhuqi Miao Samuel Alvarado Brittany Smith William Paiva Thanh Thieu 26 1 0 27 Nov 2023
LLMGA: Multimodal Large Language Model based Generation Assistant Bin Xia Shiyin Wang Yingfan Tao Yitong Wang Jiaya Jia MLLM 62 12 0 27 Nov 2023
vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training Jehyeon Bang Yujeong Choi Myeongwoo Kim Yongdeok Kim Minsoo Rhu 40 16 0 27 Nov 2023
YUAN 2.0: A Large Language Model with Localized Filtering-based Attention Shaohua Wu Xudong Zhao Shenling Wang Jiangang Luo Lingjun Li ... Wei Wang Tong Yu Rongguo Zhang Jiahua Zhang Chao Wang OSLM 68 6 0 27 Nov 2023
MoDS: Model-oriented Data Selection for Instruction Tuning Qianlong Du Chengqing Zong Jiajun Zhang ALM 37 81 0 27 Nov 2023
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models Rui Xiao Yiwen Dong Junbo Zhao Runze Wu Minmin Lin Gang Chen Haobo Wang 36 7 0 27 Nov 2023
Optimizing and Fine-tuning Large Language Model for Urban Renewal Xi Wang Xianyao Ling Tom Zhang Xuecao Li Shaolan Wang Zhixing Li Liang Zhang Peng Gong 78 7 0 27 Nov 2023
One Pass Streaming Algorithm for Super Long Token Attention Approximation in Sublinear Space Raghav Addanki Chenyang Li Zhao Song Chiwun Yang 55 3 0 24 Nov 2023
Calibrated Language Models Must Hallucinate Adam Tauman Kalai Santosh Vempala HILM 41 80 0 24 Nov 2023
GPT Struct Me: Probing GPT Models on Narrative Entity Extraction Hugo Sousa Nuno Guimarães A. Jorge Ricardo Campos 98 8 0 24 Nov 2023
Griffon: Spelling out All Object Locations at Any Granularity with Large Language Models Yufei Zhan Yousong Zhu Zhiyang Chen Fan Yang E. Goles Jinqiao Wang ObjD 52 15 0 24 Nov 2023
Ethical Implications of ChatGPT in Higher Education: A Scoping Review Ming Li Ariunaa Enkhtur Fei Cheng B. Yamamoto 48 7 0 24 Nov 2023
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 130 21 0 24 Nov 2023
Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review Ming Li Ariunaa Enkhtur B. Yamamoto Fei Cheng Lilan Chen AI4CE 46 4 0 24 Nov 2023
Evaluating GPT-4's Vision Capabilities on Brazilian University Admission Exams Ramon Pires Thales Sales Almeida Hugo Queiroz Abonizio Rodrigo Nogueira ELM 42 4 0 23 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 56 7 0 23 Nov 2023
Challenges of Large Language Models for Mental Health Counseling N. C. Chung George C. Dyer L. Brocki LM&MA AI4MH 78 15 0 23 Nov 2023
ADriver-I: A General World Model for Autonomous Driving Fan Jia Weixin Mao Yingfei Liu Yucheng Zhao Yuqing Wen Chi Zhang Xiangyu Zhang Tiancai Wang 52 66 0 22 Nov 2023
Linear Log-Normal Attention with Unbiased Concentration Yury Nahshan Dor-Joseph Kampeas E. Haleva 27 7 0 22 Nov 2023
AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Bohan Chen Andrea L. Bertozzi 56 9 0 22 Nov 2023
On the Calibration of Large Language Models and Alignment Chiwei Zhu Benfeng Xu Quan Wang Yongdong Zhang Zhendong Mao 103 37 0 22 Nov 2023
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models Zachary Englhardt Chengqian Ma Margaret E. Morris X. Xu Chun-Cheng Chang Lianhui Qin Daniel J. McDuff Xin Liu Shwetak N. Patel Vikram Iyer AI4MH 77 11 0 21 Nov 2023
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 43 8 0 21 Nov 2023
ShareGPT4V: Improving Large Multi-Modal Models with Better Captions Lin Chen Jinsong Li Xiao-wen Dong Pan Zhang Conghui He Jiaqi Wang Feng Zhao Dahua Lin MLLM VLM 118 614 0 21 Nov 2023
Soft Random Sampling: A Theoretical and Empirical Analysis Xiaodong Cui Ashish R. Mittal Songtao Lu Wei Zhang G. Saon Brian Kingsbury 53 1 0 21 Nov 2023
ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models Jiankai Tang Kegang Wang Hongming Hu Xiyuxing Zhang Peiyu Wang Xin Liu Yuntao wang LM&MA AI4MH 25 3 0 21 Nov 2023
Looped Transformers are Better at Learning Learning Algorithms Liu Yang Kangwook Lee Robert D. Nowak Dimitris Papailiopoulos 40 24 0 21 Nov 2023
nach0: Multimodal Natural and Chemical Languages Foundation Model M. Livne Z. Miftahutdinov E. Tutubalina Maksim Kuznetsov Daniil Polykovskiy ... Aastha Jhunjhunwala Anthony Costa Alex Aliper Alán Aspuru-Guzik Alex Zhavoronkov AI4CE 39 13 0 21 Nov 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 66 58 0 21 Nov 2023
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 49 58 0 21 Nov 2023
Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models Xiaoyu Yang Lijian Xu Hao Sun Hongsheng Li Shaoting Zhang ObjD 52 6 0 21 Nov 2023
A Survey on Multimodal Large Language Models for Autonomous Driving Can Cui Yunsheng Ma Xu Cao Wenqian Ye Yang Zhou ... Xinrui Yan Shuqi Mei Jianguo Cao Ziran Wang Chao Zheng 58 268 0 21 Nov 2023
AcademicGPT: Empowering Academic Research Shufa Wei Xiaolong Xu Xianbiao Qi Xi Yin Jun Xia ... Chihao Dai Lihua Wang Xiaohui Liu Lei Zhang Yutao Xie LM&MA 59 3 0 21 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 47 10 0 20 Nov 2023
LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions Songhao Han Le Zhuo Yue Liao Si Liu VLM 57 14 0 20 Nov 2023
Evil Geniuses: Delving into the Safety of LLM-based Agents Yu Tian Xiao Yang Jingyuan Zhang Yinpeng Dong Hang Su LLMAG AAML 52 59 0 20 Nov 2023
Towards Robust Text Retrieval with Progressive Learning Tong Wu Yulei Qin Enwei Zhang Zihan Xu Yuting Gao Ke Li Xing Sun RALM VLM 55 1 0 20 Nov 2023
Refactoring Programs Using Large Language Models with Few-Shot Examples Atsushi Shirafuji Yusuke Oda Jun Suzuki Makoto Morishita Yutaka Watanobe 35 34 0 20 Nov 2023
Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions Ziyue Wang Chi Chen Peng Li Yang Liu LRM 52 14 0 20 Nov 2023
Zero-Shot Question Answering over Financial Documents using Large Language Models Karmvir Singh Phogat Chetan Harsha Sridhar Dasaratha Shashishekar Ramakrishna Sai Akhil Puranam 33 6 0 19 Nov 2023
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models Zhaowei Zhu Jialu Wang Hao Cheng Yang Liu 38 16 0 19 Nov 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Clifton A. Poth Hannah Sterz Indraneil Paul Sukannya Purkayastha Leon Arne Engländer Timo Imhof Ivan Vulić Sebastian Ruder Iryna Gurevych Jonas Pfeiffer 45 45 0 18 Nov 2023