Title
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection Sungwon Park Sungwon Han Xing Xie Jae-Gil Lee Meeyoung Cha 61 1 0 17 Jun 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 68 3 0 17 Jun 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models Juseon-Do Jingun Kwon Hidetaka Kamigaito Manabu Okumura 39 2 0 16 Jun 2024
AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology Minh Huynh Nguyen Thang Phan Chau Phong X. Nguyen Nghi D. Q. Bui 37 12 0 16 Jun 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jianhao Zhu Changze Lv Xiaohua Wang Muling Wu Wenhao Liu Tianlong Li Zixuan Ling Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 46 4 0 16 Jun 2024
Generating Tables from the Parametric Knowledge of Language Models Yevgeni Berkovitch Oren Glickman Amit Somech Tomer Wolfson LMTD 59 1 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 38 14 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 32 4 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 32 3 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 55 2 0 15 Jun 2024
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models Avinash Maurya Robert Underwood M. Rafique Franck Cappello Bogdan Nicolae 26 14 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 45 4 0 15 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 86 4 0 15 Jun 2024
Semantic Membership Inference Attack against Large Language Models Hamid Mozaffari Virendra J. Marathe MIALM 53 3 0 14 Jun 2024
GEB-1.3B: Open Lightweight Large Language Model Jie Wu Yufeng Zhu Lei Shen Xuqing Lu ALM 37 0 0 14 Jun 2024
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding Xindian Ma Wenyuan Liu Peng Zhang Nan Xu 44 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 43 2 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 51 5 0 14 Jun 2024
LieRE: Generalizing Rotary Position Encodings Sophie Ostmeier Brian Axelrod Michael E. Moseley Akshay S. Chaudhari C. Langlotz 36 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 58 14 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 47 3 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 81 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 35 5 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 34 40 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 54 28 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 47 3 0 12 Jun 2024
Multimodal Table Understanding Mingyu Zheng Xinwei Feng Q. Si Qiaoqiao She Zheng Lin Wenbin Jiang Weiping Wang LMTD VLM 45 14 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 52 9 0 12 Jun 2024
Prompt-Based Length Controlled Generation with Multiple Control Types Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 26 7 0 12 Jun 2024
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model Yingying Gao Shilei Zhang Chao Deng Junlan Feng 32 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 45 14 0 12 Jun 2024
Situational Awareness Matters in 3D Vision Language Reasoning Yunze Man Liang-Yan Gui Yu-Xiong Wang 43 14 0 11 Jun 2024
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions Renjie Pi Jianshu Zhang Jipeng Zhang Rui Pan Zhekai Chen Tong Zhang 3DV 47 19 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 52 13 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 35 4 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 43 8 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 41 23 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 57 11 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 50 11 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 68 230 0 10 Jun 2024
Multimodal Contextualized Semantic Parsing from Speech Jordan Voas Raymond Mooney David Harwath 54 0 0 10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 35 15 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 38 22 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 37 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 50 5 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 53 10 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 80 12 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 103 5 0 09 Jun 2024
CERET: Cost-Effective Extrinsic Refinement for Text Generation Jason (Jinglun) Cai Hang Su Monica Sunkara Igor Shalyminov Saab Mansour 29 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 43 7 0 08 Jun 2024