Title
LLM Sensitivity Evaluation Framework for Clinical Diagnosis Chenwei Yan Xiangling Fu Yuxuan Xiong Tianyi Wang Siu Cheung Hui Ji Wu Xien Liu LM&MA ELM 35 0 0 18 Apr 2025
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Yang Yue Zhiqi Chen Rui Lu Andrew Zhao Zhaokai Wang Yang Yue Shiji Song Gao Huang ReLM LRM 58 13 0 18 Apr 2025
Science Hierarchography: Hierarchical Organization of Science Literature Muhan Gao Jash Shah Weiqi Wang Daniel Khashabi 31 0 0 18 Apr 2025
Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning J. T. Wang Jin Jiang Yang Liu M. Zhang Xunliang Cai LRM 37 0 0 18 Apr 2025
Do Prompt Patterns Affect Code Quality? A First Empirical Assessment of ChatGPT-Generated Code Antonio Della Porta Stefano Lambiase Fabio Palomba 19 0 0 18 Apr 2025
Remedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling Shaomu Tan Christof Monz 42 0 0 18 Apr 2025
Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning Yixuan Even Xu Yash Savani Fei Fang Zico Kolter OffRL 42 2 0 18 Apr 2025
Analysing the Robustness of Vision-Language-Models to Common Corruptions Muhammad Usama Syeda Aishah Asim Syed Bilal Ali Syed Talal Wasim Umair Bin Mansoor VLM 36 0 0 18 Apr 2025
Image-Editing Specialists: An RLAIF Approach for Diffusion Models Elior Benarous Yilun Du Heng Yang 22 0 0 17 Apr 2025
GraphAttack: Exploiting Representational Blindspots in LLM Safety Mechanisms Sinan He An Wang 35 0 0 17 Apr 2025
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization Menglan Chen Xianghe Pang Jingjing Dong Wenhao Wang Yaxin Du Siheng Chen LRM 39 0 0 17 Apr 2025
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation Xiangyan Liu Jinjie Ni Zijian Wu Chao Du Longxu Dou Haoran Wang Tianyu Pang Michael Shieh OffRL LRM 143 0 0 17 Apr 2025
SMPL-GPTexture: Dual-View 3D Human Texture Estimation using Text-to-Image Generation Models Mingxiao Tu Shuchang Ye Hoijoon Jung Jinman Kim DiffM 32 0 0 17 Apr 2025
Data-efficient LLM Fine-tuning for Code Generation Weijie Lv X. Xia Sheng-Jun Huang ALM SyDa 41 0 0 17 Apr 2025
Energy-Based Reward Models for Robust Language Model Alignment Anamika Lochab Ruqi Zhang 137 0 0 17 Apr 2025
Governance Challenges in Reinforcement Learning from Human Feedback: Evaluator Rationality and Reinforcement Stability Dana Alsagheer Abdulrahman Kamal Mohammad Kamal W. Shi ALM 40 0 0 17 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 34 2 0 17 Apr 2025
Aligning Constraint Generation with Design Intent in Parametric CAD Evan Casey Tianyu Zhang Shu Ishida John Roger Thompson Amir Hosein Khasahmadi Joseph George Lambourne P. Jayaraman K. Willis 38 0 0 17 Apr 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning Fanyi Yang Jianfeng Liu Xiaotian Zhang Haoyu Liu Xixin Cao Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Qi Zhang ALM 27 0 0 17 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 43 0 0 17 Apr 2025
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment Xiaotian Zhang Ruizhe Chen Yang Feng Zuozhu Liu 42 0 0 17 Apr 2025
EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery Wei Zhang Miaoxin Cai Yaqian Ning T. Zhang Yin Zhuang He Chen Jun Li Xuerui Mao 36 0 0 17 Apr 2025
Design Topological Materials by Reinforcement Fine-Tuned Generative Model Haosheng Xu Dongheng Qian Zhixuan Liu Yadong Jiang Jing Wang 34 1 0 17 Apr 2025
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning Siyan Zhao Devaansh Gupta Qinqing Zheng Aditya Grover DiffM LRM AI4CE 42 2 0 16 Apr 2025
An LLM-as-a-judge Approach for Scalable Gender-Neutral Translation Evaluation Andrea Piergentili Beatrice Savoldi Matteo Negri L. Bentivogli ELM 37 0 0 16 Apr 2025
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F.T. Martins 68 0 0 16 Apr 2025
Evaluating the Diversity and Quality of LLM Generated Content Alexander Shypula Shuo Li Botong Zhang Vishakh Padmakumar Kayo Yin Osbert Bastani 50 1 0 16 Apr 2025
Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs? Hansi Zeng Kai Hui Honglei Zhuang Zhen Qin Zhenrui Yue Hamed Zamani Dana Alon 35 0 0 16 Apr 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts Quanyu Long Jianda Chen Zhengyuan Liu Nancy F. Chen Wenya Wang Sinno Jialin Pan KELM RALM LRM 134 0 0 15 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu W. Zhang Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 31 1 0 15 Apr 2025
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce Wei Xiong Jiarui Yao Yuhui Xu Bo Pang Lei Wang ... Junnan Li Nan Jiang Tong Zhang Caiming Xiong Hanze Dong OffRL LRM 45 6 0 15 Apr 2025
REWARD CONSISTENCY: Improving Multi-Objective Alignment from a Data-Centric Perspective Zhihao Xu Yongqi Tong Xin Zhang Jun Zhou Xiting Wang 37 0 0 15 Apr 2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Jiazhan Feng Shijue Huang Xingwei Qu Ge Zhang Yujia Qin Baoquan Zhong Chengquan Jiang Jinxin Chi Wanjun Zhong OffRL ReLM SyDa KELM LRM 56 7 0 15 Apr 2025
ReZero: Enhancing LLM search ability by trying one-more-time Alan Dao Thinh Le RALM LRM 40 1 0 15 Apr 2025
Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints Ruicheng Ao Gan Luo D. Simchi-Levi Xinshang Wang 31 2 0 15 Apr 2025
DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks Yupei Liu Yuqi Jia Jinyuan Jia Dawn Song Neil Zhenqiang Gong AAML 41 0 0 15 Apr 2025
Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion An Zhao Shengyuan Zhang Ling Yang Z. Li Jiale Wu Haoran Xu AnYang Wei Perry Pengyun GU Lingyun Sun 24 0 0 15 Apr 2025
Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation Linus Jern Valter Uotila Cong Yu Bo Zhao MQ LRM 27 0 0 15 Apr 2025
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 142 0 0 15 Apr 2025
DICE: A Framework for Dimensional and Contextual Evaluation of Language Models Aryan Shrivastava Paula Akemi Aoyagui 29 0 0 14 Apr 2025
Reasoning without Regret Tarun Chitra OffRL LRM 35 0 0 14 Apr 2025
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients Ming Li Yongqian Li Ziyue Li Tianyi Zhou LRM 27 1 0 14 Apr 2025
Improving In-Context Learning with Reasoning Distillation Nafis Sadeq Xin Xu Zhouhang Xie Julian McAuley Byungkyu Kang Prarit Lamba Xiang Gao RALM ReLM LRM 38 0 0 14 Apr 2025
CHARM: Calibrating Reward Models With Chatbot Arena Scores Xiao Zhu Chenmien Tan Pinzhen Chen Rico Sennrich Yanlin Zhang Hanxu Hu ALM 26 0 0 14 Apr 2025
Better Estimation of the KL Divergence Between Language Models Afra Amini Tim Vieira Ryan Cotterell 51 0 0 14 Apr 2025
Learning from Reference Answers: Versatile Language Model Alignment without Binary Human Preference Data Shuai Zhao Linchao Zhu Yi Yang 39 2 0 14 Apr 2025
RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability Y. Zhang Zihao Zeng Dongbai Li Yao Huang Zhijie Deng Yinpeng Dong LRM 38 4 0 14 Apr 2025
OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation Si-Tong Wei Rui-Huan Wang Chuan-Zhi Zhou Baoquan Chen Peng-Shuai Wang 36 2 0 14 Apr 2025
Joint Action Language Modelling for Transparent Policy Execution Theodor Wulff R. S. Maharjan Xinyun Chi Angelo Cangelosi 29 0 0 14 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yichang Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Tingting Gao Di Zhang 48 0 0 14 Apr 2025