Title
Large Language Models Could Be Rote Learners Yuyang Xu Renjun Hu Haochao Ying J. Wu Xing Shi Wei Lin ELM 151 0 0 20 May 2025
Disentangling Reasoning and Knowledge in Medical Large Language Models Rahul Thapa Qingyang Wu Kevin Wu Harrison Zhang Angela Zhang ... Joseph Boen Shriya Reddy Ben Athiwaratkun S. Song James Y. Zou ELM AI4MH LM&MA LRM 22 0 0 16 May 2025
How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference Nidhal Jegham Marwen Abdelatti Lassad Elmoubarki Abdeltawab Hendawi 21 0 0 14 May 2025
Semantic Retention and Extreme Compression in LLMs: Can We Have Both? Stanislas Laborde Martin Cousseau Antoun Yaacoub Lionel Prevost MQ 23 0 0 12 May 2025
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection Kai Hua Steven Wu Ge Zhang Ke Shen LRM 25 0 0 12 May 2025
xGen-small Technical Report Erik Nijkamp Bo Pang Egor Pakhomov Akash Gokul Jin Qu Silvio Savarese Yingbo Zhou Caiming Xiong LLMAG 58 0 0 10 May 2025
Stability in Single-Peaked Strategic Resource Selection Games Henri Zeiler 32 3 0 09 May 2025
Crosslingual Reasoning through Test-Time Scaling Zheng-Xin Yong Muhammad Farid Adilazuarda Jonibek Mansurov Ruochen Zhang Niklas Muennighoff Carsten Eickhoff Genta Indra Winata Julia Kreutzer Stephen H. Bach Alham Fikri Aji LRM ELM 154 0 0 08 May 2025
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Meng-Hao Guo Jiajun Xu Yi Zhang Jiaxi Song Haoyang Peng ... Yongming Rao Houwen Peng Han Hu Gordon Wetzstein Shi-Min Hu ELM LRM 57 0 0 04 May 2025
Can a Crow Hatch a Falcon? Lineage Matters in Predicting Large Language Model Performance Takuya Tamura Taro Yano Masafumi Enomoto M. Oyamada 39 0 0 28 Apr 2025
Security Steerability is All You Need Itay Hazan Idan Habler Ron Bitton Itsik Mantin AAML 80 0 0 28 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 1 0 26 Apr 2025
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning Syeda Nahida Akter Shrimai Prabhumoye Matvei Novikov Seungju Han Ying Lin ... Eric Nyberg Yejin Choi M. Patwary M. Shoeybi Bryan Catanzaro ReLM OffRL LRM 146 0 1 15 Apr 2025
FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion Longguang Zhong Fanqi Wan Ziyi Yang Guosheng Liang Tianyuan Shi Xiaojun Quan MoMe 57 0 0 09 Apr 2025
GAAPO: Genetic Algorithmic Applied to Prompt Optimization Xavier Sécheresse Jacques-Yves Guilbert--Ly Antoine Villedieu de Torcy 28 0 0 09 Apr 2025
SEA-LION: Southeast Asian Languages in One Network Raymond Ng Thanh Ngan Nguyen Yuli Huang Ngee Chia Tai Wai Yi Leong ... David Ong Tat-Wee B. Liu William-Chandra Tjhi Erik Cambria Leslie Teo 36 11 0 08 Apr 2025
Universal Collection of Euclidean Invariants between Pairs of Position-Orientations Gijs Bellaard B. Smets R. Duits 59 0 0 04 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 69 0 0 03 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng X. Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren X. Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 61 3 0 01 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 74 0 0 01 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Z. Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 95 3 0 01 Apr 2025
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Xinyu Fang Z. Chen Kai Lan Lixin Ma Shengyuan Ding ... Zicheng Zhang Guofeng Zhang Haodong Duan K. Chen D. Lin MLLM 63 1 0 18 Mar 2025
TigerLLM -- A Family of Bangla Large Language Models Nishat Raihan Marcos Zampieri 48 0 0 14 Mar 2025
Can LLMs Understand Time Series Anomalies? Zihao Zhou Rose Yu AI4TS 82 8 0 13 Mar 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization Yi Yang Xiaoxuan He Hongkun Pan Xiyan Jiang Yan Deng ... Dacheng Yin Fengyun Rao Minfeng Zhu Bo Zhang Wei Chen VLM LRM 54 26 1 13 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 67 4 0 10 Mar 2025
Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs Ling Team B. Zeng C. Huang Chao Zhang Changxin Tian ... Zhaoxin Huan Zujie Wen Zhenhang Sun Zhuoxuan Du Z. He MoE ALM 109 2 0 07 Mar 2025
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 59 0 0 07 Mar 2025
The Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence Noah Mamie Susie Xi Rao LLMAG AI4CE 51 0 0 07 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 55 0 0 06 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Y. Zhang Xiren Zhou MoE SyDa 70 24 0 03 Mar 2025
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach Ayeong Lee Ethan Che Tianyi Peng LRM 42 11 0 03 Mar 2025
The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents Yifan Duan Yihong Tang Xuefeng Bai Kehai Chen J. Li Min Zhang LLMAG 181 0 0 28 Feb 2025
Similarity-Distance-Magnitude Universal Verification Allen Schmaltz UQCV AAML 146 0 0 27 Feb 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Yancheng He Shilong Li J. Liu Weixun Wang Xingyuan Bu ... Zhongyuan Peng Z. Zhang Zhicheng Zheng Wenbo Su Bo Zheng ELM LRM 86 7 0 26 Feb 2025
Voting or Consensus? Decision-Making in Multi-Agent Debate Lars Benedikt Kaesberg Jonas Becker Jan Philip Wahle Terry Ruas Bela Gipp 71 1 0 26 Feb 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 119 5 0 26 Feb 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 110 1 0 25 Feb 2025
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions Weizhe Yuan Jane Dwivedi-Yu Song Jiang Karthik Padthe Yang Li ... Ilia Kulikov Kyunghyun Cho Yuandong Tian Jason Weston Xian Li ReLM LRM 62 10 0 24 Feb 2025
Can ChatGPT Learn to Count Letters? Javier Conde Gonzalo Martínez Pedro Reviriego Zhen Gao Shanshan Liu Fabrizio Lombardi 46 1 0 23 Feb 2025
InductionBench: LLMs Fail in the Simplest Complexity Class Wenyue Hua Tyler Wong Sun Fei Liangming Pan Adam Jardine William Yang Wang LRM 73 2 0 20 Feb 2025
Stress Testing Generalization: How Minor Modifications Undermine Large Language Model Performance Guangxiang Zhao Saier Hu Xiaoqi Jian Jinzhu Wu Yuhan Wu Change Jia Lin Sun Xiangzheng Zhang 91 0 0 18 Feb 2025
Beyond the Singular: The Essential Role of Multiple Generations in Effective Benchmark Evaluation and Analysis Wenbo Zhang Hengrui Cai Wenyu Chen 79 0 0 17 Feb 2025
A Unified Approach to Routing and Cascading for LLMs Jasper Dekoninck Maximilian Baader Martin Vechev 60 2 0 17 Feb 2025
Typhoon T1: An Open Thai Reasoning Model Pittawat Taveekitworachai Potsawee Manakul Kasima Tharnpipitchai Kunat Pipatanakul OffRL LRM 102 0 0 13 Feb 2025
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations Kaixuan Huang Jiacheng Guo Zihao Li X. Ji Jiawei Ge ... Yangsibo Huang Chi Jin Xinyun Chen Chiyuan Zhang Mengdi Wang AAML LRM 98 7 0 10 Feb 2025
PixelWorld: Towards Perceiving Everything as Pixels Zhiheng Lyu Xueguang Ma Wenhu Chen 143 0 0 31 Jan 2025
IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding Sankalp KJ Ashutosh Kumar Laxmaan Balaji Nikunj Kotecha Vinija Jain Aman Chadha S. Bhaduri ELM 138 1 0 27 Jan 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Yilun Zhao Lujing Xie Haowei Zhang Guo Gan Yitao Long ... Xiangru Tang Zhenwen Liang Y. Liu Chen Zhao Arman Cohan 53 5 0 21 Jan 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation Yuhui Zhang Yuchang Su Yiming Liu Xiaohan Wang James Burgess ... Josiah Aklilu Alejandro Lozano Anjiang Wei Ludwig Schmidt Serena Yeung-Levy 61 3 0 06 Jan 2025