Title
OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning Youhe Jiang Fangcheng Fu Xupeng Miao Xiaonan Nie Tengjiao Wang 71 11 0 17 May 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin Yu Jianfeng Gao MILM 72 58 0 17 May 2023
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca Zhengxuan Wu Atticus Geiger Thomas Icard Christopher Potts Noah D. Goodman MILM 85 93 0 15 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 110 34 0 15 May 2023
A Language Model of Java Methods with Train/Test Deduplication Chia-Yi Su Aakash Bansal Vijayanta Jain S. Ghanavati Collin McMillan SyDa VLM 79 12 0 15 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 114 491 0 13 May 2023
Improving Small Language Models on PubMedQA via Generative Data Augmentation Zhen Guo Peiqi Wang Yanwei Wang Shangdi Yu LM&MA MedIm 63 12 0 12 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 126 6 0 12 May 2023
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers L. Yu Daniel Simig Colin Flaherty Armen Aghajanyan Luke Zettlemoyer M. Lewis 93 93 0 12 May 2023
Self-Chained Image-Language Model for Video Localization and Question Answering Shoubin Yu Jaemin Cho Prateek Yadav Joey Tianyi Zhou 145 141 0 11 May 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning Wenliang Dai Junnan Li Dongxu Li A. M. H. Tiong Junqi Zhao Weisheng Wang Boyang Albert Li Pascale Fung Steven C. H. Hoi MLLM VLM 157 2,099 0 11 May 2023
SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 91 40 0 09 May 2023
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance Lingjiao Chen Matei A. Zaharia James Zou LLMAG 184 250 0 09 May 2023
The Current State of Summarization Fabian Retkowski 78 6 0 08 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 101 47 0 08 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 72 66 0 08 May 2023
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects Kehui Tan Tianqi Pang Chenyou Fan Song Yu 66 15 0 05 May 2023
VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna Shezheng Song 62 13 0 05 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 77 14 0 04 May 2023
Black-box Prompt Tuning with Subspace Learning Yuanhang Zheng Zhixing Tan Peng Li Yang Liu VLM 124 11 0 04 May 2023
Generative Meta-Learning for Zero-Shot Relation Triplet Extraction Wanli Li T. Qian Yi Song Zeyu Zhang Jiawei Li Zhuang Chen Lixin Zou 144 1 0 03 May 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 303 956 0 27 Apr 2023
AGI: Artificial General Intelligence for Education Ehsan Latif Gengchen Mai Matthew Nyaaba Xuansheng Wu Ninghao Liu Guoyu Lu Sheng Li Tianming Liu Xiaoming Zhai ELM AI4CE 132 24 0 24 Apr 2023
Unlocking Context Constraints of LLMs: Enhancing Context Efficiency of LLMs with Self-Information-Based Content Filtering Yucheng Li 54 48 0 24 Apr 2023
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology Yixing Huang A. Gomaa S. Semrau M. Haderlein S. Lettmaier ... L. Distel Andreas Maier R. Fietkau Christoph Bert F. Putz ELM LM&MA AI4MH 73 9 0 24 Apr 2023
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Ruohong Zhang Yau-Shian Wang Yiming Yang SyDa 49 10 0 24 Apr 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 114 420 0 22 Apr 2023
SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model Juexiao Zhou Xiao-Zhen He Liyuan Sun Jiannan Xu Preslav Nakov Yuetan Chu Longxi Zhou Xingyu Liao Bin Zhang Xin Gao LM&MA 78 26 0 21 Apr 2023
Phoenix: Democratizing ChatGPT across Languages Zhihong Chen Feng Jiang Junying Chen Tiannan Wang Fei Yu ... Zhiyi Zhang Jianquan Li Xiang Wan Benyou Wang Haizhou Li ALM 82 38 0 20 Apr 2023
On the Potential of Artificial Intelligence Chatbots for Data Exploration of Federated Bioinformatics Knowledge Graphs A. Sima T. M. Farias FedML 43 10 0 20 Apr 2023
Analyzing FOMC Minutes: Accuracy and Constraints of Language Models Wonseong Kim J. Spörer Siegfried Handschuh 24 6 0 20 Apr 2023
Towards Better Instruction Following Language Models for Chinese: Investigating the Impact of Training Data and Evaluation Yunjie Ji Yan Gong Yong Deng Yiping Peng Qiang Niu Baochang Ma Xiangang Li ALM ELM 102 24 0 16 Apr 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 119 134 0 13 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Boyao Wang Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 110 469 0 13 Apr 2023
ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review Sunder Ali Khowaja P. Khuwaja Kapal Dev Weizheng Wang Lewis Nkenyereye 114 85 0 13 Apr 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 84 62 0 13 Apr 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 99 6 0 13 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 93 17 0 12 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 109 73 0 11 Apr 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 162 127 0 11 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 183 384 0 11 Apr 2023
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field Registration Tobias Baumgartner Stefanie Klatt 3DH 82 14 0 10 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 117 262 0 07 Apr 2023
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 93 89 0 05 Apr 2023
FedBot: Enhancing Privacy in Chatbots with Federated Learning Addi Ait-Mlouk Sadi Alawadi Salman Toor Andreas Hellander FedML SILM 102 3 0 04 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 145 272 0 04 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 59 9 0 02 Apr 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 142 911 0 30 Mar 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Vladislav Lialin Vijeta Deshpande Anna Rumshisky 104 179 0 28 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 275 1,205 0 27 Mar 2023