Title
LogiDebrief: A Signal-Temporal Logic based Automated Debriefing Approach with Large Language Models Integration Zirong Chen Ziyan An Jennifer Reynolds Kristin Mullen Stephen Martini Meiyi Ma 34 0 0 06 May 2025
ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model Haiyan Qin Zhiwei Xie Jingjing Li Liangchen Li Xiaotong Feng Xiaozhong Liu Wang Kang OffRL LRM 146 0 0 20 Apr 2025
Generative Evaluation of Complex Reasoning in Large Language Models Haowei Lin Xinbing Wang Ruilin Yan Baizhou Huang Haotian Ye Jianhua Zhu Zihao Wang James Zou Jianzhu Ma Yitao Liang ReLM ELM LRM 159 0 0 03 Apr 2025
LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigm Siwei Wu Yongqian Li Xingwei Qu Rishi Ravikumar Y. Li Tyler Loakman Shanghaoran Quan Xiaoyong Wei Shanghaoran Quan Xiaoyong Wei R. Batista-Navarro C. Lin 140 2 0 26 Feb 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Yancheng He Shilong Li Xiaozhong Liu Weixun Wang Xingyuan Bu ... Zhongyuan Peng Z. Zhang Zhicheng Zheng Wenbo Su Bo Zheng ELM LRM 86 8 0 26 Feb 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Hanfang Yang LRM RALM ReLM KELM 167 1 0 24 Feb 2025
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Jinyang Wu Mingkuan Feng Shuai Zhang Ruihan Jin Feihu Che Zengqi Wen J. Tao LRM 68 8 0 04 Feb 2025
SafeDrive: Knowledge- and Data-Driven Risk-Sensitive Decision-Making for Autonomous Vehicles with Large Language Models Zhiyuan Zhou Heye Huang Boqi Li Shiyue Zhao Yao Mu Jianqiang Wang 86 1 0 17 Dec 2024