Title
Sequential Enumeration in Large Language Models Kuinan Hou Marco Zorzi Alberto Testolin 68 1 0 04 Dec 2025
CoT4AD: A Vision-Language-Action Model with Explicit Chain-of-Thought Reasoning for Autonomous Driving Zhaohui Wang Tengbo Yu Hao Tang LRM 136 0 0 27 Nov 2025
Enhancing Large Language Models for Automated Homework Assessment in Undergraduate Circuit Analysis Liangliang Chen Huiru Xie Zhihao Qin Yiming Guo Jacqueline Rohde Ying Zhang 81 0 0 22 Nov 2025
Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains Mohammed Musthafa Rafi Adarsh Krishnamurthy Aditya Balu 124 0 0 06 Nov 2025
The ORCA Benchmark: Evaluating Real-World Calculation Accuracy in Large Language Models Claudia Herambourg Dawid Siuda Julia Kopczyńska Joao R. L. Santos Wojciech Sas Joanna Śmietańska-Nowak ELM ALM LRM 382 0 0 04 Nov 2025
Test-Time Tuned Language Models Enable End-to-end De Novo Molecular Structure Generation from MS/MS Spectra Laura Mismetti Marvin Alberts Andreas Krause Mara Graziani 88 0 0 27 Oct 2025
Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective Zhenya Huang Jiayu Liu Xin Lin Zhiyuan Ma Shangzi Xue Tong Xiao Qi Liu Yee Whye Teh Enhong Chen AIMat LRM 330 0 0 24 Oct 2025
Max It or Miss It: Benchmarking LLM On Solving Extremal Problems Binxin Gao Jingjun Han ELM LRM 197 0 0 14 Oct 2025
RefGrader: Automated Grading of Mathematical Competition Proofs using Agentic Workflows Hamed Mahdavi Pouria Mahdavinia Samira Malek Pegah Mohammadipour Alireza Hashemi Majid Daliri Alireza Farhadi Amir Khasahmadi Niloofar Mireshghallah V. Honavar 146 1 0 10 Oct 2025
BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs Ivo Petrov Jasper Dekoninck Martin Vechev 142 2 0 06 Oct 2025
IMProofBench: Benchmarking AI on Research-Level Mathematical Proof Generation Johannes Schmitt Gergely Bérczi Jasper Dekoninck Jeremy Feusi Tim Gehrunger ... Raúl Sánchez Galán Zheming Sun Josef Teichmann Richard P. Thomas Charles Vial LRM 122 3 0 30 Sep 2025
WirelessMathLM: Teaching Mathematical Reasoning for LLMs in Wireless Communications with Reinforcement Learning Xin Li Mengbing Liu Yiyang Zhu W. Zhang Li Wei Jiancheng An Chau Yuen LRM 66 0 0 27 Sep 2025
Evaluating undergraduate mathematics examinations in the era of generative AI: a curriculum-level case study Benjamin J. Walker Nikoleta Kalaydzhieva Beatriz Navarro Lameda Ruth A. Reynolds ELM 140 0 0 15 Sep 2025
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving Fangzhou Wu Sandeep Silwal 221 0 0 02 Sep 2025
A perishable ability? The future of writing in the face of generative artificial intelligence Evandro L. T. P. Cunha DeLMO 165 0 0 26 Aug 2025
Rethinking Reasoning in LLMs: Neuro-Symbolic Local RetoMaton Beyond ICL and CoT Rushitha Santhoshi Mamidala Anshuman Chhabra Ankur Mali OffRL LRM 118 0 0 22 Aug 2025
Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework Zheye Deng Chunkit Chan Tianshi Zheng Wei Fan Weiqi Wang Yangqiu Song 116 3 0 17 Aug 2025
Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple Multiple-Choice Questions Xuyang Guo Zekai Huang Zhao Song Jiahao Zhang LRM 140 3 0 16 Aug 2025
A Multi-Task Evaluation of LLMs' Processing of Academic Text Input Tianyi Li Yu Qin Olivia R. Liu Sheng 89 0 0 15 Aug 2025
NLP Methods May Actually Be Better Than Professors at Estimating Question Difficulty Leonidas Zotos Ivo Pascal de Jong Matias Valdenegro-Toro A. Sburlea Malvina Nissim H. Rijn 148 0 0 05 Aug 2025
Causes in neuron diagrams, and testing causal reasoning in Large Language Models. A glimpse of the future of philosophy? Louis Vervoort Vitaly Nikolaev 158 0 0 17 Jun 2025
AbsenceBench: Language Models Can't Tell What's Missing Harvey Yiyun Fu Aryan Shrivastava Jared Moore Peter West Chenhao Tan Ari Holtzman RALM 198 3 0 13 Jun 2025
MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? Zhitao He Zongwei Lyu Dazhong Chen Dadi Guo Yi R. Fung LRM 220 5 0 06 Jun 2025
XToM: Exploring the Multilingual Theory of Mind for Large Language Models Chunkit Chan Yauwai Yim Hongchuan Zeng Zhiying Zou Xinyuan Cheng ... Ginny Wong Helmut Schmid Hinrich Schütze Simon See Yangqiu Song LRM 201 0 0 03 Jun 2025
Evaluation of LLMs for mathematical problem solving Ruonan Wang Runxi Wang Yunwen Shen Chengfeng Wu Qinglin Zhou Rohitash Chandra ELM LRM 382 2 0 30 May 2025
ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark M. Shalyt Rotem Elimelech I. Kaminer 141 3 0 28 May 2025
Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities Yana Veitsman Mayank Jobanputra Yash Sarrof Aleksandra Bakalova Vera Demberg Ellie Pavlick Michael Hahn 466 2 0 27 May 2025
Two Causally Related Needles in a Video Haystack Miaoyu Li Qin Chao Boyang Albert Li CML 296 0 0 26 May 2025
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks Debargha Ganguly Vikash Singh Sreehari Sankar Biyao Zhang Xuecen Zhang Srinivasan Iyengar Xiaotian Han Amit Sharma Shivkumar Kalyanaraman Vipin Chaudhary 291 2 0 26 May 2025
Small Models, Smarter Learning: The Power of Joint Task Training C. Both Benjamin Hoover Hendrik Strobelt Dmitry Krotov Daniel Karl I. Weidele Mauro Martino Nima Dehmamy 206 0 0 23 May 2025
AutoMathKG: The automated mathematical knowledge graph based on LLM and vector databaseInternational Conference on Climate Informatics (ICCI), 2025 Rong Bian Yu Geng Zijian Yang Bing Cheng 516 2 0 19 May 2025
From Recall to Reasoning: Automated Question Generation for Deeper Math Learning through Large Language ModelsInternational Conference on Artificial Intelligence in Education (AIED), 2025 Yongan Yu Alexandre Krantz Nikki G. Lobczowski LRM 149 1 0 17 May 2025
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review Chengmin Zhou Ville Kyrki Pasi Fränti Laura Ruotsalainen BDL AI4CE 404 0 0 12 May 2025
Assessment of Evolving Large Language Models in Upper Secondary Mathematics Mika Setälä Pieta Sikström Ville Heilala T. Karkkainen ELM LRM 250 1 0 15 Apr 2025
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries Ali Kashefi T. Mukerji 3DPC PINN 333 5 0 08 Apr 2025
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics Hamed Mahdavi Alireza Hashemi Majid Daliri Pegah Mohammadipour Alireza Farhadi Samira Malek Yekta Yazdanifard Amir Khasahmadi V. Honavar ELM LRM 388 16 0 01 Apr 2025
Integrating Artificial Intelligence with Human Expertise: An In-depth Analysis of ChatGPT's Capabilities in Generating Metamorphic Relations Yifan Zhang Dave Towey Matthew Pike Q. Luu Huai Liu T. Chen 194 0 0 28 Mar 2025
Boosting Large Language Models with Mask Fine-Tuning M. Zhang Yue Bai Huan Wang Yizhou Wang Qihua Dong Y. Fu CLL 207 2 0 27 Mar 2025
Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad Ivo Petrov Jasper Dekoninck Lyuben Baltadzhiev Maria Drencheva Kristian Minchev Mislav Balunović Nikola Jovanović Martin Vechev LRM ELM 492 57 0 27 Mar 2025
ORION: A Holistic End-to-End Autonomous Driving Framework by Vision-Language Instructed Action Generation Haoyu Fu Diankun Zhang Zongchuang Zhao Jianfeng Cui Dingkang Liang Chong Zhang Dingyuan Zhang Hongwei Xie Bing Wang Xiang Bai 341 54 0 25 Mar 2025
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems Felix Chen Hangjie Yuan Yunqiu Xu Tao Feng Jun Cen Pengwei Liu Zeying Huang Yi Yang LRM 248 5 0 19 Mar 2025
Unlocking Learning Potentials: The Transformative Effect of Generative AI in Education Across Grade Levels Meijuan Xie Liling Luo 93 0 0 15 Mar 2025
Out-of-Context Reasoning in Large Language Models Jonathan Shaki Emanuele La Malfa Michael Wooldridge Sarit Kraus LRM ReLM 398 0 0 13 Mar 2025
Numerical Error Analysis of Large Language Models Stanislav Budzinskiy Wenyi Fang Longbin Zeng Philipp Petersen 200 2 0 13 Mar 2025
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models Chuan Qin Xiusi Chen Chengrui Wang Pengmin Wu Xi Chen ... Han Wu Chong Li Yuanchun Zhou H. Xiong Hengshu Zhu ELM 291 6 0 12 Mar 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 311 3 0 12 Mar 2025
AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning Bo Jiang Shaoyu Chen Qian Zhang Wenyu Liu Xinggang Wang OffRL LRM VLM 329 41 0 10 Mar 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Hai-Jian Ke Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 475 14 0 24 Feb 2025
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents Patrick Tser Jern Kon Jiachen Liu Qiuyi Ding Yiming Qiu Zhenning Yang Yibo Huang Jayanth Srinivasa Myungjin Lee Mosharaf Chowdhury Ang Chen 342 16 0 22 Feb 2025
Testing GPT-4 with Wolfram Alpha and Code Interpreter plug-ins on math and science problems E. Davis S. Aaronson ELM 354 26 0 21 Feb 2025