Title
RSTeller: Scaling Up Visual Language Modeling in Remote Sensing with Rich Linguistic Semantics from Openly Available Data and Large Language Models Junyao Ge Xu Zhang Yang Zheng Kaitai Guo Jimin Liang 183 2 0 27 Aug 2024
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models Wenxuan Zhang Philip Torr Mohamed Elhoseiny Adel Bibi 216 15 0 27 Aug 2024
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization Nicholas Moratelli Davide Caffagni Marcella Cornia Lorenzo Baraldi Rita Cucchiara CLIP 100 3 0 26 Aug 2024
Probing Causality Manipulation of Large Language Models Chenyang Zhang Haibo Tong Bin Zhang Dongyu Zhang LRM 75 0 0 26 Aug 2024
Text3DAug -- Prompted Instance Augmentation for LiDAR Perception Laurenz Reichardt Luca Uhr Oliver Wasenmüller 120 4 0 26 Aug 2024
LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models Qihang Ge Wei Sun Yu Zhang Yunhao Li Zhongpeng Ji Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai 98 7 0 26 Aug 2024
TF-Attack: Transferable and Fast Adversarial Attacks on Large Language Models Zelin Li Kehai Chen Lemao Liu Xuefeng Bai Mingming Yang Yang Xiang Min Zhang AAML 89 1 0 26 Aug 2024
Genetic Approach to Mitigate Hallucination in Generative IR Hrishikesh Kulkarni Nazli Goharian O. Frieder Sean MacAvaney HILM 62 2 0 25 Aug 2024
Making Large Language Models Better Planners with Reasoning-Decision Alignment Zhijian Huang Tao Tang Shaoxiang Chen Sihao Lin Zequn Jie Lin Ma Guangrun Wang Xiaodan Liang 153 15 0 25 Aug 2024
CodeGraph: Enhancing Graph Reasoning of LLMs with Code Qiaolong Cai Zhaowei Wang Shizhe Diao James Kwok Yangqiu Song LRM 119 4 0 25 Aug 2024
Mask-Encoded Sparsification: Mitigating Biased Gradients in Communication-Efficient Split Learning Wenxuan Zhou Zhihao Qu Shen-Huan Lyu Miao Cai Baoliu Ye 115 0 0 25 Aug 2024
A Law of Next-Token Prediction in Large Language Models Hangfeng He Weijie J. Su 93 7 0 24 Aug 2024
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs Chansung Park Juyong Jiang Fan Wang Sayak Paul Jing Tang 121 2 0 24 Aug 2024
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models Dibaloke Chanda Milan Aryal Nasim Yahya Soltani Masoud Ganji AI4CE VLM 143 7 0 23 Aug 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 53 0 0 23 Aug 2024
What Do You Want? User-centric Prompt Generation for Text-to-image Synthesis via Multi-turn Guidance Yilun Liu Minggui He Feiyu Yao Yuhe Ji Shimin Tao ... Jian Gao Li Zhang Hao Yang Boxing Chen Osamu Yoshie 82 5 0 23 Aug 2024
CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition Yafeng Zhang Zilan Yu Yuang Huang Jing Tang 73 2 0 23 Aug 2024
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates Hui Wei Shenghua He Tian Xia Andy H. Wong Jingyang Lin Mei Han Mei Han ALM ELM 203 32 0 23 Aug 2024
Can LLMs Understand Social Norms in Autonomous Driving Games? Boxuan Wang Haonan Duan Yanhao Feng Xu Chen Yongjie Fu Zhaobin Mo Xuan Di 85 4 0 22 Aug 2024
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 82 3 0 22 Aug 2024
Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models Shenglin Zhang Pengtian Zhu Minghua Ma Jiagang Wang Yongqian Sun ... Jingyu Wang Qianying Guo Xiaolei Hua Lin Zhu Dan Pei AI4TS 51 0 0 22 Aug 2024
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data Chenglong Wang Yang Gan Yifu Huo Yongyu Mu Murun Yang ... Chunliang Zhang Tongran Liu Quan Du Di Yang Jingbo Zhu VLM 180 6 0 22 Aug 2024
Critique-out-Loud Reward Models Zachary Ankner Mansheej Paul Brandon Cui Jonathan D. Chang Prithviraj Ammanabrolu ALM LRM 110 38 0 21 Aug 2024
Macformer: Transformer with Random Maclaurin Feature Attention Yuhan Guo Lizhong Ding Ye Yuan Guoren Wang 124 0 0 21 Aug 2024
CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher Derry Pratama Naufal Suryanto Andro Aprila Adiputra Thi-Thu-Huong Le Ahmada Yusril Kadiptya Muhammad Iqbal Howon Kim 82 9 0 21 Aug 2024
Xinyu: An Efficient LLM-based System for Commentary Generation Yiquan Wu Bo Tang Chenyang Xi Yu Yu Pengyu Wang ... Peng Cheng Zhonghao Wang Yi Wang Yi Luo Mingchuan Yang 81 3 0 21 Aug 2024
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning Xinhao Chen Chong Yang Man Lan Li Cai Yang Chen Tu Hu Xinlin Zhuang Aimin Zhou LRM 77 3 0 21 Aug 2024
EEG-Defender: Defending against Jailbreak through Early Exit Generation of Large Language Models Chongwen Zhao Zhihao Dou Kaizhu Huang AAML 69 3 0 21 Aug 2024
Making Large Vision Language Models to be Good Few-shot Learners Fan Liu Wenwen Cai Jian Huo Chuanyi Zhang Delong Chen Jun Zhou 89 0 0 21 Aug 2024
RePair: Automated Program Repair with Process-based Feedback Yuze Zhao Zhenya Huang Yixiao Ma Rui Li Kai Zhang Hao Jiang Qi Liu Linbo Zhu Yu Su KELM 85 9 0 21 Aug 2024
Beyond Labels: Aligning Large Language Models with Human-like Reasoning Muhammad Rafsan Kabir Rafeed Mohammad Sultan Ihsanul Haque Asif Jawad Ibn Ahad Fuad Rahman Mohammad Ruhul Amin Nabeel Mohammed Shafin Rahman LRM 89 2 0 20 Aug 2024
CHECKWHY: Causal Fact Verification via Argument Structure Jiasheng Si Yibo Zhao Yingjie Zhu Haiyang Zhu Wenpeng Lu Deyu Zhou CML HILM LRM 123 5 0 20 Aug 2024
To Code, or Not To Code? Exploring Impact of Code in Pre-training Viraat Aryabumi Yixuan Su Raymond Ma Adrien Morisot Ivan Zhang Acyr Locatelli Marzieh Fadaee Ahmet Üstün Sara Hooker SyDa AI4CE 105 26 0 20 Aug 2024
Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs John Mendonça Isabel Trancoso A. Lavie ALM 91 3 0 20 Aug 2024
HMoE: Heterogeneous Mixture of Experts for Language Modeling An Wang Xingwu Sun Ruobing Xie Shuaipeng Li Jiaqi Zhu ... J. N. Han Zhanhui Kang Di Wang Naoaki Okazaki Cheng-zhong Xu MoE 127 18 0 20 Aug 2024
Probing the Safety Response Boundary of Large Language Models via Unsafe Decoding Path Generation Haoyu Wang Bingzhe Wu Yatao Bian Yongzhe Chang Xueqian Wang Peilin Zhao 146 2 0 20 Aug 2024
REInstruct: Building Instruction Data from Unlabeled Corpus Shu Chen Xinyan Guan Yaojie Lu Hongyu Lin Xianpei Han Le Sun ALM SyDa 59 3 0 20 Aug 2024
Minor SFT loss for LLM fine-tune to increase performance and reduce model deviation Shiming Xie Hong Chen Fred Yu Zeye Sun Xiuyu Wu 58 0 0 20 Aug 2024
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition Zebang Cheng Shuyuan Tu Dawei Huang Minghan Li Xiaojiang Peng Zhi-Qi Cheng Alexander G. Hauptmann 145 2 0 20 Aug 2024
LeCov: Multi-level Testing Criteria for Large Language Models Xuan Xie Jiayang Song Yuheng Huang Da Song Fuyuan Zhang Felix Juefei-Xu Lei Ma ELM 99 0 0 20 Aug 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 137 2 0 20 Aug 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Guangyuan Ma Yongliang Ma Xing Wu Zhenpeng Su Ming Zhou Songlin Hu OOD 203 3 0 20 Aug 2024
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM MLLM 113 25 0 19 Aug 2024
Value Alignment from Unstructured Text Inkit Padhi Karthikeyan N. Ramamurthy P. Sattigeri Manish Nagireddy Pierre Dognin Kush R. Varshney 93 0 0 19 Aug 2024
GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization Ran Liu Ming Liu Min Yu Jianguo Jiang Gang Li Dan Zhang Jingyuan Li Xiang Meng Weiqing Huang 53 0 0 19 Aug 2024
Minor DPO reject penalty to increase training robustness Shiming Xie Hong Chen Fred Yu Zeye Sun Xiuyu Wu Yingfan Hu 75 4 0 19 Aug 2024
Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence? Shiyu Ni Keping Bi Lulu Yu Jiafeng Guo HILM 90 8 0 19 Aug 2024
Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning Tiansheng Huang Gautam Bhattacharya Pratik Joshi Josh Kimball Ling Liu AAML MoMe 111 30 0 18 Aug 2024
Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path Xinnan Dai Qihao Wen Yifei Shen Hongzhi Wen Dongsheng Li Jiliang Tang Caihua Shan LRM 126 4 0 18 Aug 2024
Characterizing and Evaluating the Reliability of LLMs against Jailbreak Attacks Kexin Chen Yi Liu Donghai Hong Jiaying Chen Wenhai Wang 74 3 0 18 Aug 2024