Title
Platypus: Quick, Cheap, and Powerful Refinement of LLMs Ariel N. Lee Cole J. Hunter Nataniel Ruiz ALM ObjD 89 143 0 14 Aug 2023
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification Olesya Razuvayevskaya Ben Wu João A. Leite Freddy Heppell Ivan Srba Carolina Scarton Kalina Bontcheva Xingyi Song 62 10 0 14 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 85 57 0 14 Aug 2023
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation An-Chi Wang Mobarakol Islam Mengya Xu Yang Zhang Hongliang Ren AAML 52 30 0 14 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 155 140 0 14 Aug 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 168 170 0 14 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 176 316 0 14 Aug 2023
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text Peng Liu Yiming Ren Jun Tao Zhixiang Ren AI4CE 106 84 0 14 Aug 2023
Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph Ahtsham Zafar V. Parthasarathy Chan Le Van Saad Shahid A. khan Arsalan Shahid 79 14 0 13 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 121 431 0 12 Aug 2023
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information Extraction Tongliang Li Zixiang Wang Linzheng Chai Jian Yang Jiaqi Bai ... Jiaheng Liu Hongcheng Guo Liqun Yang Hebboul Zine el-abidine Zhoujun Li 85 4 0 12 Aug 2023
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models Sara Babakniya A. Elkordy Yahya H. Ezzeldin Qingfeng Liu Kee-Bong Song Mostafa El-Khamy Salman Avestimehr 76 72 0 12 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 91 78 0 11 Aug 2023
Large Language Models to Identify Social Determinants of Health in Electronic Health Records Marco Guevara Shan Chen S. Thomas T. Chaunzwa I. Franco ... Susan M. Harper Hugo J. W. L. Aerts G. Savova Raymond H. Mak Danielle S. Bitterman LM&MA 75 124 0 11 Aug 2023
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT Jing Yang Cong Liu Wendy Deng Dangwei Wu Chunhua Weng Yunyun Zhou Kai Wang 54 21 0 11 Aug 2023
Adaptive Low Rank Adaptation of Segment Anything to Salient Object Detection Rui-Qing Cui Siyuan He Shi Qiu VLM 53 5 0 10 Aug 2023
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 84 15 0 10 Aug 2023
Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation Guangyuan Liu Hongyang Du Dusit Niyato Jiawen Kang Zehui Xiong Dong In Kim Xuemin X. Shen 48 31 0 09 Aug 2023
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following Kaize Shi Xueyao Sun Dingxian Wang Yinlin Fu Guandong Xu Qing Li 86 4 0 09 Aug 2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On Daiheng Gao Xu Chen Xindi Zhang Qi Wang Ke Sun Bang Zhang Liefeng Bo Qi-Xing Huang DiffM 76 5 0 08 Aug 2023
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions Juncheng Li Kaihang Pan Zhiqi Ge Minghe Gao Wei Ji Wenqiao Zhang Tat-Seng Chua Siliang Tang Hanwang Zhang Yueting Zhuang MLLM 121 73 0 08 Aug 2023
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers Haomin Zhuang Mingxian Yu Hao Wang Yang Hua Jian Li Xu Yuan FedML 61 14 0 08 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 63 9 0 08 Aug 2023
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue Songhua Yang Hanjia Zhao Senbin Zhu Guangyu Zhou Hongfei Xu Yuxiang Jia Hongying Zan AI4MH LM&MA 124 137 0 07 Aug 2023
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis Zhongjie Duan Lizhou You Chengyu Wang Cen Chen Ziheng Wu Weining Qian Jun Huang DiffM 89 8 0 07 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 123 35 0 07 Aug 2023
Heterogeneous Knowledge Fusion: A Novel Approach for Personalized Recommendation via LLM Bin Yin Jun Xie Yu-Xia Qin Zixiang Ding Zhichao Feng Xiang Li Wei Lin MoMe 80 29 0 07 Aug 2023
LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning Longteng Zhang Lin Zhang Shaoshuai Shi Xiaowen Chu Yue Liu AI4CE 72 107 0 07 Aug 2023
Pre-Trained Large Language Models for Industrial Control Lei Song Wei Shen Li Zhao Jiang Bian LM&Ro AI4CE 62 14 0 06 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 91 62 0 04 Aug 2023
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation Chenglong Wang Hang Zhou Yimin Hu Yi Huo Bei Li Tongran Liu Tong Xiao Jingbo Zhu 81 9 0 04 Aug 2023
GEMRec: Towards Generative Model Recommendation Yuanhe Guo Haoming Liu Hongyi Wen DiffM VLM 25 2 0 04 Aug 2023
RegionBLIP: A Unified Multi-modal Pre-training Framework for Holistic and Regional Comprehension Qiang-feng Zhou Chaohui Yu Shaofeng Zhang Sitong Wu Zhibin Wang Fan Wang 82 27 0 03 Aug 2023
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning Keyu Duan Qian Liu Tat-Seng Chua Shuicheng Yan Wei Tsang Ooi Qizhe Xie Junxian He 129 60 0 03 Aug 2023
Training Data Protection with Compositional Diffusion Models Aditya Golatkar Alessandro Achille A. Swaminathan Stefano Soatto DiffM 63 12 0 02 Aug 2023
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales Z. Yao Reza Yazdani Aminabadi Olatunji Ruwase Samyam Rajbhandari Xiaoxia Wu ... Heyang Qin Masahiro Tanaka Shuai Che Shuaiwen Leon Song Yuxiong He ALM OffRL 111 74 0 02 Aug 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Wentai Deng Xin Peng Xin Peng ALM ELM LRM 94 82 0 02 Aug 2023
Memory Encoding Model Huzheng Yang James C. Gee Jianbo Shi 56 4 0 02 Aug 2023
Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion Zixuan Ni Longhui Wei Jiacheng Li Siliang Tang Yueting Zhuang Qi Tian DiffM 98 22 0 02 Aug 2023
LISA: Reasoning Segmentation via Large Language Model Xin Lai Zhuotao Tian Yukang Chen Yanwei Li Yuhui Yuan Shu Liu Jiaya Jia LM&Ro VLM MLLM LRM 167 463 0 01 Aug 2023
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients Sima Behpour T. Doan Xin Li Wenbin He Liangke Gou Liu Ren OODD 97 17 0 01 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy Shibo Jie Haoqing Wang Zhiwei Deng 76 34 0 31 Jul 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 216 712 0 31 Jul 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 115 47 0 31 Jul 2023
Camoscio: an Italian Instruction-tuned LLaMA Andrea Santilli Emanuele Rodolà 88 27 0 31 Jul 2023
Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information? A. Sun Eliott Zemour Arushi Saxena Udith Vaidyanathan Eric Lin Christian Lau Vaikkunth Mugunthan SILM 106 21 0 31 Jul 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 92 129 0 31 Jul 2023
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? Qi Zhao Shijie Wang Ce Zhang Changcheng Fu Minh Quan Do Nakul Agarwal Kwonjoon Lee Chen Sun LM&Ro 137 51 0 31 Jul 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 126 46 0 30 Jul 2023
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation Jinbo Wu Xiaobo Gao Xing Liu Zhengyang Shen Chen Zhao Haocheng Feng Jingtuo Liu Errui Ding DiffM 115 25 0 30 Jul 2023