Title
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning Qi Zhu Da Zheng Xiang Song Shichang Zhang Bowen Jin Yizhou Sun George Karypis 59 2 0 28 Apr 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning Jinghan Jia Yihua Zhang Yimeng Zhang Jiancheng Liu Bharat Runwal James Diffenderfer B. Kailkhura Sijia Liu MU 45 35 0 28 Apr 2024
Learnable Linguistic Watermarks for Tracing Model Extraction Attacks on Large Language Models Minhao Bai Kaiyi Pang Yongfeng Huang WaLM 37 0 0 28 Apr 2024
Empowering Large Language Models for Textual Data Augmentation Yichuan Li Kaize Ding Jianling Wang Kyumin Lee 32 10 0 26 Apr 2024
Text Quality-Based Pruning for Efficient Training of Language Models Vasu Sharma Karthik Padthe Newsha Ardalani Kushal Tirumala Russell Howes ... Po-Yao Huang Shang-Wen Li Armen Aghajanyan Gargi Ghosh Luke Zettlemoyer 54 6 0 26 Apr 2024
HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models Tanmay Sen Ansuman Das Mrinmay Sen 39 4 0 26 Apr 2024
Tele-FLM Technical Report Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Chao Wang ... Yequan Wang Zhongjiang He Zhongyuan Wang Xuelong Li Tiejun Huang 40 3 0 25 Apr 2024
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples Kuofeng Gao Jindong Gu Yang Bai Shu-Tao Xia Philip Torr Wei Liu Zhifeng Li 73 11 0 25 Apr 2024
BASS: Batched Attention-optimized Speculative Sampling Haifeng Qian Sujan Kumar Gonugondla Sungsoo Ha Mingyue Shang Sanjay Krishna Gouda Ramesh Nallapati Sudipta Sengupta Xiaofei Ma Anoop Deoras BDL 58 8 0 24 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 29 15 0 24 Apr 2024
FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering Siqi Ping Yuzhu Mao Yang Liu Xiao-Ping Zhang Wenbo Ding FedML 34 4 0 23 Apr 2024
Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training Muhammad Adnan Amar Phanishayee Janardhan Kulkarni Prashant J. Nair Divyat Mahajan 45 0 0 23 Apr 2024
OpenELM: An Efficient Language Model Family with Open Training and Inference Framework Sachin Mehta Mohammad Hossein Sekhavat Qingqing Cao Maxwell Horton Yanzi Jin ... Iman Mirzadeh Mahyar Najibi Dmitry Belenko Peter Zatloukal Mohammad Rastegari OSLM AIFin 38 51 0 22 Apr 2024
AutoAD III: The Prequel -- Back to the Pixels Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen DiffM 49 20 0 22 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu Wang 46 86 0 22 Apr 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering Dongze Hao Qunbo Wang Longteng Guo Jie Jiang Jing Liu 36 0 0 22 Apr 2024
EventLens: Leveraging Event-Aware Pretraining and Cross-modal Linking Enhances Visual Commonsense Reasoning Mingjie Ma Zhihuan Yu Yichao Ma Guohui Li LRM 41 1 0 22 Apr 2024
Mixture of LoRA Experts Xun Wu Shaohan Huang Furu Wei MoMe 40 53 0 21 Apr 2024
Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers Georgios Pantazopoulos Alessandro Suglia Oliver Lemon Arash Eshghi VLM 40 4 0 21 Apr 2024
Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge Khuyagbaatar Batsuren Ekaterina Vylomova Verna Dankers Tsetsuukhei Delgerbaatar Omri Uzan Yuval Pinter Gábor Bella 40 10 0 20 Apr 2024
Unified Scene Representation and Reconstruction for 3D Large Language Models Tao Chu Pan Zhang Xiao-wen Dong Yuhang Zang Qiong Liu Jiaqi Wang 37 1 0 19 Apr 2024
decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points Yi Guo Fanliu Kong Xiaoyang Li Hui Li Wei Chen Xiaogang Tian Jinping Cai Yang Zhang Shouda Liu MQ 34 6 0 19 Apr 2024
Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms Zhongyi Lin Ning Sun Pallab Bhattacharya Xizhou Feng Louis Feng John Douglas Owens 42 1 0 19 Apr 2024
Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration Pengfei Wu Jiahao Liu Zhuocheng Gong Qifan Wang Jinpeng Li Jingang Wang Xunliang Cai Dongyan Zhao 28 1 0 18 Apr 2024
From Image to Video, what do we need in multimodal LLMs? Suyuan Huang Haoxin Zhang Yan Gao Honggu Chen Yan Gao Yao Hu Zhanyue Qin VLM 47 8 0 18 Apr 2024
Improved Generalization Bounds for Communication Efficient Federated Learning Peyman Gholami H. Seferoglu FedML AI4CE 26 6 0 17 Apr 2024
Variational Bayesian Last Layers James Harrison John Willes Jasper Snoek BDL UQCV 63 24 0 17 Apr 2024
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization Costas Mavromatis Petros Karypis George Karypis MoMe 36 24 0 17 Apr 2024
Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System Sein Kim Hongseok Kang Seungyoon Choi Donghyun Kim Minchul Yang Chanyoung Park KELM 52 21 0 17 Apr 2024
Sampling-based Pseudo-Likelihood for Membership Inference Attacks Masahiro Kaneko Youmi Ma Yuki Wata Naoaki Okazaki 35 9 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 66 46 0 17 Apr 2024
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs Taeho Kim Yanming Wang Vatshank Chaturvedi Lokesh Gupta Seyeon Kim Yongin Kwon Sangtae Ha 44 4 0 16 Apr 2024
Fewer Truncations Improve Language Modeling Hantian Ding Zijian Wang Giovanni Paolini Varun Kumar Anoop Deoras Dan Roth Stefano Soatto 63 13 0 16 Apr 2024
DESTEIN: Navigating Detoxification of Language Models via Universal Steering Pairs and Head-wise Activation Fusion Yu Li Zhihua Wei Han Jiang Chuanyang Gong LLMSV 29 2 0 16 Apr 2024
OneChart: Purify the Chart Structural Extraction via One Auxiliary Token Jinyue Chen Lingyu Kong Haoran Wei Chenglong Liu Zheng Ge Liang Zhao Jian‐Yuan Sun Chunrui Han Xiangyu Zhang 49 23 0 15 Apr 2024
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision Siddhant Bansal Michael Wray Dima Damen 46 3 0 15 Apr 2024
Bridging Vision and Language Spaces with Assignment Prediction Jungin Park Jiyoung Lee Kwanghoon Sohn VLM 37 7 0 15 Apr 2024
LLeMpower: Understanding Disparities in the Control and Access of Large Language Models Vishwas Sathish Hannah Lin Aditya K Kamath Anish Nyayachavadi 32 5 0 14 Apr 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 56 4 0 14 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 51 8 0 13 Apr 2024
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs Shreyas Chaudhari Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan Ameet Deshpande Bruno Castro da Silva 31 34 0 12 Apr 2024
Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think Xinpeng Wang Chengzhi Hu Bolei Ma Paul Röttger Barbara Plank OOD 34 6 0 12 Apr 2024
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models Haotian Zhang Haoxuan You Philipp Dufter Bowen Zhang Chen Chen ... Tsu-Jui Fu William Y. Wang Shih-Fu Chang Zhe Gan Yinfei Yang ObjD MLLM 104 45 0 11 Apr 2024
HGRN2: Gated Linear RNNs with State Expansion Zhen Qin Aaron Courville Weixuan Sun Xuyang Shen Dong Li Weigao Sun Yiran Zhong LRM 47 47 0 11 Apr 2024
On Training Data Influence of GPT Models Qingyi Liu Yekun Chai Shuohuan Wang Yu Sun Qiwei Peng Keze Wang Hua Wu TDI AI4CE 32 4 0 11 Apr 2024
BRAVE: Broadening the visual encoding of vision-language models Ouguzhan Fatih Kar A. Tonioni Petra Poklukar Achin Kulshrestha Amir Zamir Federico Tombari MLLM VLM 52 26 0 10 Apr 2024
Improving Language Model Reasoning with Self-motivated Learning Yunlong Feng Yang Xu Libo Qin Yasheng Wang Wanxiang Che LRM ReLM 42 7 0 10 Apr 2024
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models Igor Tufanov Karen Hambardzumyan Javier Ferrando Elena Voita KELM 43 6 0 10 Apr 2024
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation Thomas Merth Qichen Fu Mohammad Rastegari Mahyar Najibi LRM RALM 39 9 0 10 Apr 2024
Adapting LLaMA Decoder to Vision Transformer Jiahao Wang Wenqi Shao Yonghong Tian Chengyue Wu Yong Liu Taiqiang Wu Kaipeng Zhang Songyang Zhang Kai-xiang Chen Ping Luo MLLM 40 4 0 10 Apr 2024