Title
AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology Minh Huynh Nguyen Thang Phan Chau Phong X. Nguyen Nghi D. Q. Bui 98 15 0 16 Jun 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jianhao Zhu Changze Lv Xiaohua Wang Muling Wu Tianlong Li Changze Lv Zixuan Ling Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 91 5 0 16 Jun 2024
Generating Tables from the Parametric Knowledge of Language Models Yevgeni Berkovitch Oren Glickman Amit Somech Tomer Wolfson LMTD 107 2 0 16 Jun 2024
AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models Xiyang Wu Tianrui Guan Dianqi Li Shuaiyi Huang Xiaoyu Liu ... Abhinav Shrivastava Furong Huang Jordan L. Boyd-Graber Dinesh Manocha Dinesh Manocha HILM LRM VLM MLLM 114 16 0 16 Jun 2024
ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation Yurun Song Junchen Zhao Ian G. Harris Sangeetha Abdu Jyothi 100 5 0 16 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 159 6 0 16 Jun 2024
FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models Zhikai Zhang Yitang Li Haofeng Huang Mingxian Lin Li Yi 140 3 0 15 Jun 2024
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models Avinash Maurya Robert Underwood M. Rafique Franck Cappello Bogdan Nicolae 71 19 0 15 Jun 2024
Improving Large Models with Small models: Lower Costs and Better Performance Dong Chen Shuo Zhang Yueting Zhuang Siliang Tang Qidong Liu Hua Wang Mingliang Xu 96 6 0 15 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 144 7 0 15 Jun 2024
Semantic Membership Inference Attack against Large Language Models Hamid Mozaffari Virendra J. Marathe MIALM 112 4 0 14 Jun 2024
GEB-1.3B: Open Lightweight Large Language Model Jie Wu Yufeng Zhu Lei Shen Xuqing Lu ALM 48 0 0 14 Jun 2024
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding Xindian Ma Wenyuan Liu Peng Zhang Nan Xu 73 3 0 14 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 81 9 0 14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 165 8 0 14 Jun 2024
LieRE: Lie Rotational Positional Encodings Sophie Ostmeier Brian Axelrod Michael E. Moseley Akshay S. Chaudhari Akshay Chaudhari C. Langlotz 88 0 0 14 Jun 2024
LRM-Zero: Training Large Reconstruction Models with Synthesized Data Desai Xie Sai Bi Zhixin Shu Kai Zhang Zexiang Xu Yi Zhou Soren Pirk Arie E. Kaufman Xin Sun Hao Tan SyDa 111 17 0 13 Jun 2024
Learning from Natural Language Explanations for Generalizable Entity Matching Somin Wadhwa Adit Krishnan Runhui Wang Byron C. Wallace Chris Kong LRM 74 5 0 13 Jun 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray Buntine Lan Du ALM ELM 176 2 0 13 Jun 2024
Optimizing Large Model Training through Overlapped Activation Recomputation Ping Chen Wenjie Zhang Shuibing He Yingjie Gu Zhuwei Peng ... Yi Zheng Zhefeng Wang Yanlong Yin Gang Chen Gang Chen 136 6 0 13 Jun 2024
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living Rajatsubhra Chakraborty Arkaprava Sinha Dominick Reilly Manish Kumar Govind Pu Wang Francois Bremond Srijan Das Srijan Das 46 3 0 13 Jun 2024
Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models Yi-Fan Zhang Qingsong Wen Chaoyou Fu Xue Wang Zhang Zhang Liwen Wang Rong Jin 135 46 0 12 Jun 2024
GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices Quanfeng Lu Wenqi Shao Zitao Liu Fanqing Meng Boxuan Li Botong Chen Siyuan Huang Kaipeng Zhang Yu Qiao Ping Luo 126 43 0 12 Jun 2024
Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey Feng Liang Zhen Zhang Haifeng Lu Chengming Li Victor C. M. Leung Yanyi Guo Xiping Hu 105 5 0 12 Jun 2024
Multimodal Table Understanding Mingyu Zheng Xinwei Feng Q. Si Qiaoqiao She Zheng Lin Wenbin Jiang Weiping Wang LMTD VLM 147 20 0 12 Jun 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 135 14 0 12 Jun 2024
Prompt-Based Length Controlled Generation with Multiple Control Types Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 91 8 0 12 Jun 2024
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model Yingying Gao Shilei Zhang Chao Deng Junlan Feng 78 0 0 12 Jun 2024
OLMES: A Standard for Language Model Evaluations Yuling Gu Oyvind Tafjord Bailey Kuehl Dany Haddad Jesse Dodge Hannaneh Hajishirzi ELM 134 20 0 12 Jun 2024
Situational Awareness Matters in 3D Vision Language Reasoning Yunze Man Liang-Yan Gui Yu-Xiong Wang 91 18 0 11 Jun 2024
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions Renjie Pi Jianshu Zhang Jipeng Zhang Boyao Wang Zhekai Chen Tong Zhang 3DV 95 24 0 11 Jun 2024
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models Tianle Gu Zeyang Zhou Kexin Huang Dandan Liang Yixu Wang ... Keqing Wang Yujiu Yang Yan Teng Yu Qiao Yingchun Wang ELM 91 19 0 11 Jun 2024
Teaching Language Models to Self-Improve by Learning from Language Feedback Chi Hu Yimin Hu Hang Cao Tong Xiao Jingbo Zhu LRM VLM 83 5 0 11 Jun 2024
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination Pengfei Zhou Weiqing Min Chaoran Fu Ying Jin Mingyu Huang Xiangyang Li Shuhuan Mei Shuqiang Jiang 97 10 0 11 Jun 2024
FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion Li-Wen Chang Yiyuan Ma Qi Hou Chengquan Jiang Ningxin Zheng ... Zuquan Song Ziheng Jiang Yanghua Peng Xuanzhe Liu Xin Liu 98 26 0 11 Jun 2024
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward Yuzi Yan Yibo Miao J. Li Yipin Zhang Jian Xie Zhijie Deng Dong Yan 112 13 0 11 Jun 2024
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees Sijia Chen Yibo Wang Yi-Feng Wu Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang Lijun Zhang LLMAG LRM 130 18 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 144 301 0 10 Jun 2024
Multimodal Contextualized Semantic Parsing from Speech Jordan Voas Raymond Mooney David Harwath 84 0 0 10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 86 28 0 10 Jun 2024
Aligning Large Language Models with Representation Editing: A Control Perspective Lingkai Kong Haorui Wang Wenhao Mu Yuanqi Du Yuchen Zhuang Yifei Zhou Yue Song Rongzhi Zhang Kai Wang Chao Zhang 107 26 0 10 Jun 2024
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research H. Haresamudram Hrudhai Rajasekhar Nikhil Murlidhar Shanbhogue Thomas Ploetz 99 1 0 09 Jun 2024
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation Kiseung Kim Jay-Yoon Lee RALM 89 7 0 09 Jun 2024
Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions Cheng Tan Dongxin Lyu Siyuan Li Zhangyang Gao Jingxuan Wei Siqi Ma Zicheng Liu Stan Z. Li LLMAG 83 13 0 09 Jun 2024
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples Fangxu Yu Lai Jiang Haoqiang Kang Shibo Hao Lianhui Qin LRM AI4CE 224 0 0 09 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models Size Wu Sheng Jin Wenwei Zhang Lumin Xu Wentao Liu Wei Li Chen Change Loy MLLM 205 15 0 09 Jun 2024
CERET: Cost-Effective Extrinsic Refinement for Text Generation Jason (Jinglun) Cai Hang Su Monica Sunkara Igor Shalyminov Saab Mansour 84 1 0 08 Jun 2024
Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation Neeraj Varshney Satyam Raj Venkatesh Mishra Agneet Chatterjee Ritika Sarkar Amir Saeidi Chitta Baral LRM 101 11 0 08 Jun 2024
Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios Yuhang Zhou Wei Ai 98 7 0 08 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 110 138 0 07 Jun 2024