Title
Don't Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models Jinzhe Li Gengxu Li Yi-Ju Chang Yuan Wu AAML ELM LRM 84 0 0 29 May 2025
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities Junyan Zhang Yubo Gao Yibo Yan Jungang Li Zhaorui Hou ... Shuliang Liu Song Dai Yonghua Hei Junzhuo Li Xuming Hu 49 0 0 27 May 2025
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding Patara Trirat Wonyong Jeong Sung Ju Hwang 61 0 0 26 May 2025
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee 64 0 0 26 May 2025
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning Michael Hassid Gabriel Synnaeve Yossi Adi Roy Schwartz ReLM LRM 93 1 0 23 May 2025
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Wang Yang Zirui Liu Hongye Jin Qingyu Yin Vipin Chaudhary Xiaotian Han ReLM LRM 41 0 0 22 May 2025
Cost-Augmented Monte Carlo Tree Search for LLM-Assisted Planning Zihao Zhang Fei Liu 66 0 0 20 May 2025
J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization Austin Xu Yilun Zhou Xuan-Phi Nguyen Caiming Xiong Shafiq Joty ELM LRM 74 0 0 19 May 2025
Comparing Exploration-Exploitation Strategies of LLMs and Humans: Insights from Standard Multi-armed Bandit Tasks Ziyuan Zhang Darcy Wang Ningyuan Chen Rodrigo Mansur Vahid Sarhangian 109 0 0 15 May 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee AI4TS 91 4 0 15 May 2025
TRAIL: Trace Reasoning and Agentic Issue Localization Darshan Deshpande Varun Gangal Hersh Mehta Jitin Krishnan Anand Kannappan Rebecca Qian 81 0 0 13 May 2025
Safety in Large Reasoning Models: A Survey Cheng Wang Yang Liu Yangqiu Song Duzhen Zhang Zechao Li ... Shengju Yu Xinfeng Li Junfeng Fang Jiaheng Zhang Bryan Hooi LRM 351 10 0 24 Apr 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou Austin Xu Peifeng Wang Caiming Xiong Shafiq Joty ELM ALM LRM 116 4 0 21 Apr 2025