Title
LM4OPT: Unveiling the Potential of Large Language Models in Formulating Mathematical Optimization Problems Tasnim Ahmed Salimur Choudhury 73 12 0 02 Mar 2024
Improving the Validity of Automatically Generated Feedback via Reinforcement Learning Alexander Scarlatos Digory Smith Simon Woodhead Andrew Lan OffRL 80 12 0 02 Mar 2024
Analysis of Privacy Leakage in Federated Large Language Models Minh Nhat Vu Truc D. T. Nguyen Tre' R. Jeter My T. Thai 84 7 0 02 Mar 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal Jianheng Huang Leyang Cui Ante Wang Chengyi Yang Xinting Liao Linfeng Song Junfeng Yao Jinsong Su KELM CLL 90 46 0 02 Mar 2024
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu 98 5 0 02 Mar 2024
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining Yanchao Tan Hang Lv Xin Huang Jiawei Zhang Shiping Wang Carl Yang 112 12 0 02 Mar 2024
Face Swap via Diffusion Model Feifei Wang DiffM 66 1 0 02 Mar 2024
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis Songhua Yang Xinke Jiang Hanjie Zhao Wenxuan Zeng Hongde Liu Yuxiang Jia 91 6 0 02 Mar 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks Fakhraddin Alwajih El Moatez Billah Nagoudi Gagan Bhatia Abdelrahman Mohamed Muhammad Abdul-Mageed VLM LRM 83 16 0 01 Mar 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models Vithursan Thangarasa Mahmoud Salem Shreyas Saxena Kevin Leong Joel Hestness Sean Lie MedIm 81 1 0 01 Mar 2024
ATP: Enabling Fast LLM Serving via Attention on Top Principal Keys Yue Niu Saurav Prakash Salman Avestimehr 51 1 0 01 Mar 2024
Differentially Private Knowledge Distillation via Synthetic Text Generation James Flemings Murali Annavaram SyDa 85 14 0 01 Mar 2024
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency Yixuan Zhang Feng Zhou 52 3 0 01 Mar 2024
TempCompass: Do Video LLMs Really Understand Videos? Yuanxin Liu Shicheng Li Yi Liu Yuxiang Wang Shuhuai Ren Lei Li Sishuo Chen Xu Sun Lu Hou VLM 162 141 0 01 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 83 2 0 01 Mar 2024
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models Jiandong Jin Bowen Tang Mingxuan Ma Xiao Liu Yunfei Wang Qingnan Lai Jia Yang Changling Zhou 76 6 0 01 Mar 2024
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy Jieyong Kim Ryang Heo Yongsik Seo SeongKu Kang Jinyoung Yeo Dongha Lee ReLM LRM 59 8 0 01 Mar 2024
Never-Ending Behavior-Cloning Agent for Robotic Manipulation Wenqi Liang Gan Sun Qian He Yu Ren Jiahua Dong Yang Cong LM&Ro 87 1 0 01 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 229 4 0 01 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Tengjiao Wang 3DV 290 286 0 29 Feb 2024
Curiosity-driven Red-teaming for Large Language Models Zhang-Wei Hong Idan Shenfeld Tsun-Hsuan Wang Yung-Sung Chuang Aldo Pareja James R. Glass Akash Srivastava Pulkit Agrawal LRM 116 45 0 29 Feb 2024
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge Ansh Arora Xuanli He Maximilian Mozes Srinibas Swain Mark Dras Xingliang Yuan SILM MoMe AAML 121 14 0 29 Feb 2024
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction Hao Li Ying Chen Yifei Chen Wenxian Yang Bowen Ding Yuchen Han Liansheng Wang Rongshan Yu 107 19 0 29 Feb 2024
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li VLM 117 6 0 29 Feb 2024
CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition Feng Lu Xiangyuan Lan Lijun Zhang Dongmei Jiang Yaowei Wang Chun Yuan 101 37 0 29 Feb 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders Mihai Masala Traian Rebedea Horia Velicu AILaw 84 3 0 29 Feb 2024
Teaching Large Language Models an Unseen Language on the Fly Chen Zhang Xiao Liu Jiuheng Lin Yansong Feng 96 21 0 29 Feb 2024
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging Yiran Zhao Wenxuan Zhang Huiming Wang Kenji Kawaguchi Lidong Bing MoMe 99 23 0 29 Feb 2024
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Weijieying Ren Xinlong Li Lei Wang Tianxiang Zhao Wei Qin CLL KELM 117 39 0 29 Feb 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning Xupeng Miao Gabriele Oliaro Xinhao Cheng Vineeth Kada Ruohan Gao ... April Yang Yingcheng Wang Mengdi Wu Colin Unger Zhihao Jia MoE 180 11 0 29 Feb 2024
Grounding Language Models for Visual Entity Recognition Zilin Xiao Ming Gong Paola Cascante-Bonilla Xingyao Zhang Jie Wu Vicente Ordonez VLM 97 10 0 28 Feb 2024
The First Place Solution of WSDM Cup 2024: Leveraging Large Language Models for Conversational Multi-Doc QA Yiming Li Zhao Zhang 31 1 0 28 Feb 2024
FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes Ziying Pan Kun Wang Gang Li Feihong He Yongxuan Lai 92 1 0 28 Feb 2024
Exploration of Adapter for Noise Robust Automatic Speech Recognition Hao Shi Tatsuya Kawahara 84 5 0 28 Feb 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation Shicheng Xu Liang Pang Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou RALM 79 15 0 28 Feb 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis Zhenxiao Cheng Jie Zhou Wen Wu Qin Chen Liang He 77 0 0 28 Feb 2024
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models Derong Xu Ziheng Zhang Zhihong Zhu Zhenxi Lin Qidong Liu ... Wanyu Wang Yuyang Ye Xiangyu Zhao Yefeng Zheng Enhong Chen KELM 86 10 0 28 Feb 2024
TroubleLLM: Align to Red Team Expert Zhuoer Xu Jianping Zhang Shiwen Cui Changhua Meng Weiqiang Wang 90 1 0 28 Feb 2024
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization Yoshiki Masuyama Gordon Wichern François Germain Zexu Pan Sameer Khurana Chiori Hori Jonathan Le Roux 74 3 0 27 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 204 63 0 27 Feb 2024
Structure-Guided Adversarial Training of Diffusion Models Ling Yang Haotian Qian Zhilong Zhang Jingwei Liu Tengjiao Wang 96 12 0 27 Feb 2024
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models Shyam Marjit Harshit Singh Nityanand Mathur Sayak Paul Chia-Mu Yu Pin-Yu Chen DiffM 77 7 0 27 Feb 2024
Unsupervised multiple choices question answering via universal corpus Qin Zhang Hao Ge Xiaojun Chen Menglu Fang OffRL 91 2 0 27 Feb 2024
ACTrack: Adding Spatio-Temporal Condition for Visual Object Tracking Yushan Han Kaer Huang 78 1 0 27 Feb 2024
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method Biao Zhang Zhongtao Liu Colin Cherry Orhan Firat LRM 119 160 0 27 Feb 2024
Transparent Image Layer Diffusion using Latent Transparency Lvmin Zhang Maneesh Agrawala 128 51 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 263 103 0 27 Feb 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task John Salvador Naman Bansal Mousumi Akter Souvik Sarkar Anupam Das S. Karmaker 83 2 0 26 Feb 2024
A Survey of Large Language Models in Cybersecurity Gabriel de Jesus Coelho da Silva Carlos Becker Westphall 69 6 0 26 Feb 2024
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding Benjamin Bergner Andrii Skliar Amelie Royer Tijmen Blankevoort Yuki Markus Asano B. Bejnordi 127 7 0 26 Feb 2024