Title
NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Soyeon Kim Namhee Kim Yeonwoo Jeong 64 0 0 21 May 2025
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling Junlin Li Guodong DU Jing Li Sim Kuan Goh Wenya Wang ... Fangming Liu Jing Li Saleh Alharbi Daojing He Min Zhang MoMe CLL 57 1 0 21 May 2025
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models Zihao Li Xu Wang Yuzhe Yang Ziyu Yao Haoyi Xiong Jundong Li LLMSV LRM 50 0 0 21 May 2025
Expanding Zero-Shot Object Counting with Rich Prompts Huilin Zhu Senyao Li Jingling Yuan Zhengwei Yang Yu Guo Wenxuan Liu Xian Zhong Shengfeng He VLM 55 0 0 21 May 2025
MentalMAC: Enhancing Large Language Models for Detecting Mental Manipulation via Multi-Task Anti-Curriculum Distillation Yuansheng Gao Han Bao Tong Zhang Bin Li Zonghui Wang Wenzhi Chen 37 0 0 21 May 2025
Safety Subspaces are Not Distinct: A Fine-Tuning Case Study Kaustubh Ponkshe Shaan Shah Raghav Singhal Praneeth Vepakomma 57 0 0 20 May 2025
SEPS: A Separability Measure for Robust Unlearning in LLMs Wonje Jeung Sangyeon Yoon Albert No MU VLM 112 0 0 20 May 2025
Programmatic Video Prediction Using Large Language Models Hao Tang Kevin Ellis Suhas Lohit Michael J. Jones Moitreya Chatterjee VGen 47 0 0 20 May 2025
ABBA: Highly Expressive Hadamard Product Adaptation for Large Language Models Raghav Singhal Kaustubh Ponkshe Rohit Vartak Praneeth Vepakomma 57 0 0 20 May 2025
Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models Md Rafi Ur Rashid Vishnu Asutosh Dasu Ye Wang Gang Tan Shagufta Mehnaz AAML ELM 54 0 0 20 May 2025
Do Language Models Use Their Depth Efficiently? Róbert Csordás Christopher D. Manning Christopher Potts 77 0 0 20 May 2025
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction Yu Cui Feng Liu Jiawei Chen Xingyu Lou Changwang Zhang Jun Wang Yuegang Sun Xiaohu Yang Can Wang 62 0 0 20 May 2025
ModRWKV: Transformer Multimodality in Linear Time Jiale Kang Ziyin Yue Qingyu Yin Jiang Rui W. Li Zening Lu Zhouran Ji OffRL 26 0 0 20 May 2025
BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks Weihong Du Wenrui Liao Binyu Yan Hongru Liang Anthony G. Cohn Wenqiang Lei LLMAG LM&Ro 46 0 0 20 May 2025
Text Generation Beyond Discrete Token Sampling Yufan Zhuang Liyuan Liu Chandan Singh Jingbo Shang Jianfeng Gao OOD 90 1 0 20 May 2025
GraspMolmo: Generalizable Task-Oriented Grasping via Large-Scale Synthetic Data Generation Abhay Deshpande Yuquan Deng Arijit Ray Jordi Salvador Winson Han Jiafei Duan Kuo-Hao Zeng Yuke Zhu Ranjay Krishna Rose Hendrix 46 0 0 19 May 2025
Advancing Sequential Numerical Prediction in Autoregressive Models Xiang Fei Jinghui Lu Qi Sun Hao Feng Yanjie Wang Wei Shi An-Lan Wang Jingqun Tang Can Huang AI4TS 87 3 0 19 May 2025
R3: Robust Rubric-Agnostic Reward Models David Anugraha Zilu Tang Lester James V. Miranda Hanyang Zhao Mohammad Rifqi Farhansyah Garry Kuwanto Derry Wijaya Genta Indra Winata 80 0 0 19 May 2025
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Jiabin Chen Haiping Wang Jinpeng Li Yuan Liu Zhen Dong Bisheng Yang 82 0 0 19 May 2025
Safety Alignment Can Be Not Superficial With Explicit Safety Signals Jianwei Li Jung-Eng Kim AAML 82 0 0 19 May 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps Jie Ou Jinyu Guo Shuaihong Jiang Zhaokun Wang Libo Qin Shunyu Yao Wenhong Tian 3DV 105 0 0 19 May 2025
Towards Reliable and Interpretable Traffic Crash Pattern Prediction and Safety Interventions Using Customized Large Language Models Yang Zhao Pu Wang Yibo Zhao H. Du Hao Frank Yang 79 0 0 18 May 2025
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 112 0 0 18 May 2025
SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis Haozhe Xiang Han Zhang Yu Cheng Xiongwen Quan Wanwan Huang MedIm 67 0 0 18 May 2025
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning Shaobo Wang Xiangqi Jin Ziming Wang Jinqiao Wang Jingyun Zhang ... Zichen Wen Zhong Li Zeang Sheng Xuming Hu Linfeng Zhang SyDa 51 1 0 18 May 2025
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation Sangmin Jung Utkarsh Nath Yezhou Yang Giulia Pedrielli Joydeep Biswas Amy Zhang Hassan Ghasemzadeh Pavan Turaga DiffM 66 0 0 18 May 2025
SafeVid: Toward Safety Aligned Video Large Multimodal Models Yixu Wang Jiaxin Song Yifeng Gao Xin Wang Yang Yao Yan Teng Xingjun Ma Yingchun Wang Yu-Gang Jiang 76 0 0 17 May 2025
Improving Fairness in LLMs Through Testing-Time Adversaries Isabela Pereira Gregio Ian Pons Anna Helena Reali Costa Artur Jordao AAML 60 0 0 17 May 2025
Chain-of-Model Learning for Language Model Kaitao Song Xiaohua Wang Xu Tan Huiqiang Jiang Chengruidong Zhang ... Xiaoqing Zheng Tao Qin Yuqing Yang Dongsheng Li Lili Qiu LRM AI4CE 92 0 0 17 May 2025
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning Puning Yang Qizhou Wang Zhuo Huang Tongliang Liu Chengqi Zhang Bo Han MU 74 0 0 17 May 2025
CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction Jing Zou Qingqiu Li Chenyu Lian Lihao Liu Xiaohan Yan Shujun Wang Jing Qin VLM 98 0 0 17 May 2025
Fair-PP: A Synthetic Dataset for Aligning LLM with Personalized Preferences of Social Equity Qi Zhou Jie Zhang Dongxia Wang Qiang Liu Tianlin Li Jin Song Dong Wenhai Wang Qing Guo SyDa 54 0 0 17 May 2025
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs Xiaomin Li Zhou Yu Zhiwei Zhang Xupeng Chen Ziji Zhang Yingying Zhuang Narayanan Sadagopan Anurag Beniwal LRM 50 1 0 16 May 2025
SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao BDL LRM 87 1 0 16 May 2025
Real-Time Verification of Embodied Reasoning for Generative Skill Acquisition Bo Yue Shuqi Guo Kaiyu Hu Chujiao Wang Benyou Wang Kui Jia Guiliang Liu LRM 64 0 0 16 May 2025
ACSE-Eval: Can LLMs threat model real-world cloud infrastructure? Sarthak Munshi Swapnil Pathak Sonam Ghatode Thenuga Priyadarshini Dhivya Chandramouleeswaran Ashutosh Rana ELM 82 0 0 16 May 2025
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? An-Lan Wang Jingqun Tang Liao Lei Hao Feng Qi Liu ... Wen Liu Hao Liu Yang Liu Xiang Bai Can Huang 83 1 0 16 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Yaorui Shi Shihan Li Chang Wu Zhiyuan Liu Sihang Li Hengxing Cai An Zhang Xiang Wang ReLM LRM 80 0 0 16 May 2025
Rethinking Prompt Optimizers: From Prompt Merits to Optimization Zixiao Zhu Hanzhang Zhou Zijian Feng Tianjiao Li Chua Jia Jim Deryl Mak Lee Onn Gee Wah Ng Kezhi Mao LRM 66 0 0 15 May 2025
MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models Mugilan Ganesan Siyang Song Ankur Aggarwal Nish Sinnadurai Sean Lie Vithursan Thangarasa VLM 64 0 0 15 May 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems Zhiyuan Chang Mingyang Li Xiaojun Jia Junjie Wang Yuekai Huang Ziyou Jiang Yebin Liu Qing Wang AAML 48 0 0 15 May 2025
SAS-Bench: A Fine-Grained Benchmark for Evaluating Short Answer Scoring with Large Language Models Peichao Lai Kai Zhang Yi Lin Lingling Zhang Feiyang Ye ... Zifei Shan Zeang Sheng Yansen Wang Wentao Zhang Bin Cui ELM LRM 92 0 0 12 May 2025
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models Rei Higuchi Taiji Suzuki 64 0 0 12 May 2025
HCMA: Hierarchical Cross-model Alignment for Grounded Text-to-Image Generation Hang Wang Zhi-Qi Cheng Chenhao Lin Chao Shen Lei Zhang DiffM 55 0 0 10 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong Jiahao Yu Junzheng Shi SILM 76 0 0 10 May 2025
xGen-small Technical Report Erik Nijkamp Bo Pang Egor Pakhomov Akash Gokul Jin Qu Silvio Savarese Yingbo Zhou Caiming Xiong LLMAG 95 0 0 10 May 2025
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers Alba María Mármol-Romero Manuel García-Vega Miguel Ángel García-Cumbreras Arturo Montejo-Ráez 68 3 0 09 May 2025
Healthy LLMs? Benchmarking LLM Knowledge of UK Government Public Health Information Joshua Harris Fan Grayson Felix Feldman Timothy Laurence Toby Nonnenmacher ... Leo Loman Selina Patel Thomas Finnie Samuel Collins Michael Borowitz AI4MH LM&MA ELM 80 0 0 09 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 84 0 0 09 May 2025
LLMs Outperform Experts on Challenging Biology Benchmarks Lennart Justen ELM 50 0 0 09 May 2025