Title
Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability Ruida Wang Yuxin Li Yi R. Fung LRM 15 0 0 29 May 2025
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning Ziyin Zhang Jiahao Xu Zhiwei He Tian Liang Qiuzhi Liu ... Zhuosheng Zhang Rui Wang Zhaopeng Tu Haitao Mi Dong Yu OffRL LRM 26 0 0 29 May 2025
Collision- and Reachability-Aware Multi-Robot Control with Grounded LLM Planners Jiabao Ji Yongchao Chen Yang Zhang Ramana Rao Kompella Chuchu Fan Gaowen Liu Shiyu Chang 25 0 0 26 May 2025
L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models Xiaohao Liu Xiaobo Xia Weixiang Zhao Manyi Zhang Xianzhi Yu Xiu Su Shuo Yang See-Kiong Ng Tat-Seng Chua KELM LRM 60 0 0 23 May 2025
Get Experience from Practice: LLM Agents with Record & Replay Erhu Feng Wenbo Zhou Zibin Liu Le Chen Yunpeng Dong ... Yisheng Zhao Dong Du Zhichao Hua Yubin Xia Haibo Chen 45 0 0 23 May 2025
LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead Yifan Zhang Xinkui Zhao Zuxin Wang Guanjie Cheng Yueshen Xu Shuiguang Deng Yuxiang Cai 49 0 0 22 May 2025
On the creation of narrow AI: hierarchy and nonlocality of neural network skills Eric J. Michaud Asher Parker-Sartori Max Tegmark 66 0 0 21 May 2025
Ineq-Comp: Benchmarking Human-Intuitive Compositional Reasoning in Automated Theorem Proving on Inequalities Haoyu Zhao Yihan Geng Shange Tang Yong Lin Bohan Lyu Hongzhou Lin Chi Jin Sanjeev Arora 37 0 0 19 May 2025
LEXam: Benchmarking Legal Reasoning on 340 Law Exams Yu Fan Jingwei Ni Jakob Merane Etienne Salimbeni Yang Tian ... Mrinmaya Sachan Alexander Stremitzer Christoph Engel Elliott Ash Joel Niklaus AILaw ELM 66 0 0 19 May 2025
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data Generation Junyu Lai Jiakun Zhang Shuo Xu Taolue Chen Zihang Wang Yao Yang Jiarui Zhang Chun Cao Jingwei Xu 38 0 0 17 May 2025
MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation Zhenwen Liang Linfeng Song Yang Li Tao Yang Feng Zhang Haitao Mi Dong Yu LRM 46 1 0 16 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 94 0 0 12 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 119 3 0 05 May 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models Zhouliang Yu Ruotian Peng Keyi Ding Yiming Li Zhongyuan Peng ... Huajian Xin Wenjie Huang Yandong Wen Ge Zhang Weiyang Liu LRM 283 1 0 05 May 2025
ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data Xiaoyang Liu Kangjie Bao Jiashuo Zhang Yunqi Liu Yu Chen Yu Chen Yang Jiao Tao Luo AIMat 73 0 0 08 Feb 2025