Title
Ecosystem Graphs: The Social Footprint of Foundation Models Rishi Bommasani Dilara Soylu Thomas I. Liao Kathleen A. Creel Percy Liang MLAU 81 35 0 28 Mar 2023
Language Models Trained on Media Diets Can Predict Public Opinion Eric Chu Jacob Andreas S. Ansolabehere Dwaipayan Roy 64 31 0 28 Mar 2023
Solving Regularized Exp, Cosh and Sinh Regression Problems Zhihang Li Zhao Song Dinesh Manocha 97 39 0 28 Mar 2023
Foundation Models and Fair Use Peter Henderson Xuechen Li Dan Jurafsky Tatsunori Hashimoto Mark A. Lemley Percy Liang 92 126 0 28 Mar 2023
ChatGPT4PCG Competition: Character-like Level Generation for Science Birds Pittawat Taveekitworachai Febri Abdullah Mury F. Dewantoro R. Thawonmas Julian Togelius Jochen Renz 66 17 0 28 Mar 2023
ChatGPT as a Factual Inconsistency Evaluator for Text Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou ELM HILM ALM 92 80 0 27 Mar 2023
Typhoon: Towards an Effective Task-Specific Masking Strategy for Pre-trained Language Models Muhammed Shahir Abdurrahman Hashem Elezabi B. Xu 30 0 0 27 Mar 2023
On the Stepwise Nature of Self-Supervised Learning James B. Simon Maksis Knutins Liu Ziyin Daniel Geisz Abraham J. Fetterman Joshua Albrecht SSL 101 35 0 27 Mar 2023
Scaling Pre-trained Language Models to Deeper via Parameter-efficient Architecture Peiyu Liu Ze-Feng Gao Yushuo Chen Wayne Xin Zhao Ji-Rong Wen MoE 74 0 0 27 Mar 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 224 60 0 27 Mar 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang DeLMO 134 114 0 26 Mar 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora Thuy-Trang Vu Xuanli He Gholamreza Haffari Ehsan Shareghi CLL 84 15 0 26 Mar 2023
Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Cases Yunjie Ji Yong Deng Yan Gong Yiping Peng Qiang Niu Lefei Zhang Baochang Ma Xiangang Li ALM 70 97 0 26 Mar 2023
An Evaluation of Memory Optimization Methods for Training Neural Networks Xiaoxuan Liu Siddharth Jha Alvin Cheung 54 0 0 26 Mar 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 198 297 0 25 Mar 2023
SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts R. Reddy Daniel Lee Yi R. Fung Khanh Duy Nguyen Qi Zeng Manling Li Ziqi Wang Clare R. Voss Heng Ji 67 6 0 25 Mar 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 113 17 0 25 Mar 2023
Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting Marta Skreta Naruki Yoshikawa Sebastian Arellano-Rubach Zhi Ji L. B. Kristensen Kourosh Darvish Alán Aspuru-Guzik Florian Shkurti Animesh Garg 131 58 0 24 Mar 2023
Accelerating Vision-Language Pretraining with Free Language Modeling Teng Wang Yixiao Ge Feng Zheng Ran Cheng Ying Shan Xiaohu Qie Ping Luo VLM MLLM 118 10 0 24 Mar 2023
$k$ NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu Quan Wang Zhendong Mao Yajuan Lyu Qiaoqiao She Yongdong Zhang 150 53 0 24 Mar 2023
Boosting Reinforcement Learning and Planning with Demonstrations: A Survey Tongzhou Mu H. Su OffRL 83 1 0 23 Mar 2023
Salient Span Masking for Temporal Understanding Jeremy R. Cole Aditi Chaudhary Bhuwan Dhingra Partha P. Talukdar 91 13 0 22 Mar 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation Fengji Zhang B. Chen Yue Zhang Jacky Keung Jin Liu Daoguang Zan Yi Mao Jian-Guang Lou Weizhu Chen 75 245 0 22 Mar 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 153 292 0 22 Mar 2023
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense Andrei Kucharavy Z. Schillaci Loic Maréchal Maxime Wursch Ljiljana Dolamic Remi Sabonnadiere Dimitri Percia David Alain Mermoud Vincent Lenders ELM AI4CE 83 33 0 21 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 116 142 0 21 Mar 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 120 109 0 20 Mar 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models Mustafa Shukor Corentin Dancette Matthieu Cord MLLM VLM 74 31 0 20 Mar 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin E. Azarnasab Faisal Ahmed Zicheng Liu Ce Liu Michael Zeng Lijuan Wang ReLM KELM LRM 128 397 0 20 Mar 2023
EVA-02: A Visual Representation for Neon Genesis Yuxin Fang Quan-Sen Sun Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM ViT CLIP 148 289 0 20 Mar 2023
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 61 65 0 20 Mar 2023
Unit Scaling: Out-of-the-Box Low-Precision Training Charlie Blake Douglas Orr Carlo Luschi MQ 87 7 0 20 Mar 2023
What does it take to catch a Chinchilla? Verifying Rules on Large-Scale Neural Network Training via Compute Monitoring Yonadav Shavit 80 23 0 20 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Zheng-Long Liu Yue Huang Xiao-Xing Yu Lu Zhang Zihao Wu ... Dinggang Shen Quanzheng Li Tianming Liu Dajiang Zhu Xiang Li LM&MA MedIm 129 179 0 20 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq Joty 133 89 0 20 Mar 2023
PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing Xiaozhe Ren Pingyi Zhou Xinfan Meng Xinjing Huang Yadao Wang ... Jiansheng Wei Xin Jiang Teng Su Qun Liu Jun Yao ALM MoE 128 63 0 20 Mar 2023
Revisiting the Plastic Surgery Hypothesis via Large Language Models Chun Xia Yifeng Ding Lingming Zhang 80 12 0 18 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 169 25 0 18 Mar 2023
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models Vithursan Thangarasa Abhay Gupta William Marshall Tianda Li Kevin Leong D. DeCoste Sean Lie Shreyas Saxena MoE AI4CE 90 22 0 18 Mar 2023
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models Junjie Ye Xuanting Chen Nuo Xu Can Zu Zekai Shao ... Jie Zhou Siming Chen Tao Gui Qi Zhang Xuanjing Huang ELM 85 337 0 18 Mar 2023
IRGen: Generative Modeling for Image Retrieval Yidan Zhang Ting Zhang Dong Chen Yujing Wang Qi Chen ... Qi Zhang Fan Yang Mao Yang Q. Liao B. Guo 3DV VLM 143 15 0 17 Mar 2023
Measuring the Impact of Explanation Bias: A Study of Natural Language Justifications for Recommender Systems K. Balog Filip Radlinski Andrey Petrov 45 3 0 16 Mar 2023
A Picture is Worth a Thousand Words: Language Models Plan from Pixels Anthony Z. Liu Lajanugen Logeswaran Sungryull Sohn Honglak Lee LM&Ro 41 6 0 16 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language models Bhargavi Paranjape Scott M. Lundberg Sameer Singh Hannaneh Hajishirzi Luke Zettlemoyer Marco Tulio Ribeiro KELM ReLM LRM 99 154 0 16 Mar 2023
Automated Interactive Domain-Specific Conversational Agents that Understand Human Dialogs Yankai Zeng Abhiramon Rajasekharan Parth Padalkar Kinjal Basu Joaquín Arias Gopal Gupta 53 17 0 15 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark Gales HILM LRM 255 448 0 15 Mar 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 187 157 0 15 Mar 2023
Lana: A Language-Capable Navigator for Instruction Following and Generation Xiaohan Wang Wenguan Wang Jiayi Shao Yi Yang LLMAG LM&Ro 98 41 0 15 Mar 2023
How Many Demonstrations Do You Need for In-context Learning? Jiuhai Chen Lichang Chen Chen Zhu Dinesh Manocha LRM 94 43 0 14 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 110 102 0 14 Mar 2023