Title
Assessing the Capability of LLMs in Solving POSCOMP Questions Cayo Viegas Rohit Gheyi Márcio Ribeiro ELM 30 0 0 24 May 2025
Caption This, Reason That: VLMs Caught in the Middle Zihan Weng Lucas Gomez Taylor Whittington Webb P. Bashivan VLM LRM 48 0 0 24 May 2025
Doc-CoB: Enhancing Multi-Modal Document Understanding with Visual Chain-of-Boxes Reasoning Ye Mo Zirui Shao Kai Ye Xianwei Mao Bo Zhang ... Gang Huang Kehan Chen Zhou Huan Zixu Yan Sheng Zhou LRM 57 0 0 24 May 2025
Multilingual Question Answering in Low-Resource Settings: A Dzongkha-English Benchmark for Foundation Models Md. Tanzib Hosain Rajan Das Gupta Md. Kishor Morol 19 0 0 24 May 2025
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook Hao Gu Lujun Li Zheyu Wang B. Liu Qiyuan Zhu Sirui Han Yike Guo MQ 20 0 0 24 May 2025
Does Representation Intervention Really Identify Desired Concepts and Elicit Alignment? Hongzheng Yang Yongqiang Chen Zeyu Qin Tongliang Liu Chaowei Xiao Kun Zhang Bo Han LLMSV 44 0 0 24 May 2025
Anchored Diffusion Language Model Litu Rout Constantine Caramanis Sanjay Shakkottai 69 0 0 24 May 2025
VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis Tina Khezresmaeilzadeh Parsa Razmara Seyedarmin Azizi Mohammad Erfan Sadeghi Erfan Baghaei Portaghloo AI4TS 274 0 0 24 May 2025
Mitigating Deceptive Alignment via Self-Monitoring Jiaming Ji Wenqi Chen Kaile Wang Donghai Hong Sitong Fang ... Jiayi Zhou Juntao Dai Sirui Han Yike Guo Yaodong Yang LRM 47 2 0 24 May 2025
Autocomp: LLM-Driven Code Optimization for Tensor Accelerators Charles Hong Sahil Bhatia Alvin Cheung Y. Shao 56 1 0 24 May 2025
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation Ruichen Zhang Rana Muhammad Shahroz Khan Zhen Tan Dawei Li Song Wang Tianlong Chen LRM 45 0 0 24 May 2025
Hybrid Latent Reasoning via Reinforcement Learning Zhenrui Yue Bowen Jin Huimin Zeng Honglei Zhuang Zhen Qin Jinsung Yoon Lanyu Shang Jiawei Han Dong Wang OffRL BDL LRM 57 0 0 24 May 2025
Response Uncertainty and Probe Modeling: Two Sides of the Same Coin in LLM Interpretability? Yongjie Wang Yibo Wang Xin Zhou Zhiqi Shen 62 0 0 24 May 2025
Chemical classification program synthesis using generative artificial intelligence Christopher J. Mungall Adnan Malik Daniel R. Korn Justin T Reese Noel M. O'Boyle Noel Janna Hastings 69 0 0 24 May 2025
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 210 0 0 24 May 2025
CReSt: A Comprehensive Benchmark for Retrieval-Augmented Generation with Complex Reasoning over Structured Documents Minsoo Khang Sangjun Park Teakgyu Hong Dawoon Jung RALM 24 0 0 23 May 2025
Towards Natural Language Communication for Cooperative Autonomous Driving via Self-Play Jiaxun Cui Chen Tang Jarrett Holtz Janice Nguyen A. Allievi Hang Qiu Peter Stone 44 1 0 23 May 2025
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens Xixian Yong Xiao Zhou Yingying Zhang Jinlin Li Yefeng Zheng X. Wu LRM 61 0 0 23 May 2025
Distilling LLM Agent into Small Models with Retrieval and Code Tools Minki Kang Jongwon Jeong Seanie Lee Jaewoong Cho Sung Ju Hwang LRM 264 2 0 23 May 2025
SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models Xiang Liu Zhaoxiang Liu Peng Wang Kohou Wang Huan Hu Kai Wang Shiguo Lian 198 0 0 23 May 2025
Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution Jiawei Du Jinlong Wu Yuzheng Chen Yucheng Hu Bing Li Joey Tianyi Zhou 251 0 0 23 May 2025
Dynamic Risk Assessments for Offensive Cybersecurity Agents Boyi Wei Benedikt Stroebl Jiacen Xu Joie Zhang Zhou Li Peter Henderson 72 0 0 23 May 2025
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Che Liu Haozhe Wang J. Pan Zhongwei Wan Yong Dai Fangzhen Lin Wenjia Bai Daniel Rueckert Rossella Arcucci OffRL LRM ELM 111 1 0 23 May 2025
ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback Litao Guo Xinli Xu Luozhou Wang Jiantao Lin Jinsong Zhou Zixin Zhang Bolan Su Ying-Cong Chen LLMAG LRM 84 1 0 23 May 2025
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases Mathew J. Koretsky Maya Willey Adi Asija Owen Bianchi Chelsea X. Alvarado ... Nicole Kuznetsov Sungwon Kim M. Nalls Daniel Khashabi F. Faghri 12 0 0 23 May 2025
Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence Amirhosein Ghasemabadi Keith G. Mills Baochun Li Di Niu LRM 83 0 0 23 May 2025
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning Michael Hassid Gabriel Synnaeve Yossi Adi Roy Schwartz ReLM LRM 106 1 0 23 May 2025
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs Ziyu Ge Yuhao Wu Daniel Wai Kit Chin Roy Ka-Wei Lee Rui Cao RALM HILM 87 0 0 23 May 2025
Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems Jiayi Geng Howard Chen Dilip Arumugam Thomas L. Griffiths 96 0 0 23 May 2025
Structured Thinking Matters: Improving LLMs Generalization in Causal Inference Tasks Wentao Sun Joao Paulo Nogueira Alonso Silva CML LRM 65 0 0 23 May 2025
Advertising in AI systems: Society must be vigilant Menghua Wu Yujia Bao 99 0 0 23 May 2025
LA-RCS: LLM-Agent-Based Robot Control System TaekHyun Park YoungJun Choi SeungHoon Shin Kwangil Lee 37 0 0 23 May 2025
VeriThinker: Learning to Verify Makes Reasoning Model Efficient Zigeng Chen Xinyin Ma Gongfan Fang Ruonan Yu Xinchao Wang LRM 165 1 0 23 May 2025
Towards Revealing the Effectiveness of Small-Scale Fine-tuning in R1-style Reinforcement Learning Yutong Chen Jiandong Gao Ji Wu ALM 207 0 0 23 May 2025
Rehabilitation Exercise Quality Assessment and Feedback Generation Using Large Language Models with Prompt Engineering Jessica Tang Ali Abedi T. Colella Shehroz S. Khan LM&MA 22 0 0 23 May 2025
From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark Chao Lei Nir Lipovetzky Krista A. Ehinger Yanchuan Chang LRM 114 0 0 23 May 2025
Stable Reinforcement Learning for Efficient Reasoning Muzhi Dai Shixuan Liu Qingyi Si OffRL LRM 114 0 0 23 May 2025
FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving Shuang Zeng Xinyuan Chang Mengwei Xie Xinran Liu Yifan Bai Zheng Pan Mu Xu Xing Wei LRM 143 0 0 23 May 2025
Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments Qingyu Lu Liang Ding Siyi Cao Xuebo Liu Kanjian Zhang Jinxia Zhang Dacheng Tao LLMAG 217 0 0 23 May 2025
Can ChatGPT Perform Image Splicing Detection? A Preliminary Study Souradip Nath 18 1 0 22 May 2025
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG) Clayton Cohn Surya Rayala Caitlin Snyder J. Fonteles Shruti Jain ... Ashwin T S Namrata Srivastava Menton Deweese Angela Eeds Gautam Biswas RALM 110 0 0 22 May 2025
Latent Principle Discovery for Language Model Self-Improvement Keshav Ramji Tahira Naseem Ramón Fernandez Astudillo LRM 113 0 0 22 May 2025
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models Jiaqi Wang Kevin Qinghong Lin James Cheng Mike Zheng Shou OffRL ReLM LRM 109 0 0 22 May 2025
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems Rui Ye Keduan Huang Qimin Wu Yuzhu Cai Tian Jin ... Bo An Yang Gao Wenjun Wu Lei Bai Siheng Chen LLMAG 116 1 0 22 May 2025
Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning Cehao Yang Xueyuan Lin Chengjin Xu Xuhui Jiang Xiaojun Wu Honghao Liu Hui Xiong Jian Guo LRM 98 0 0 22 May 2025
Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse Josh Alman Zhao Song 101 2 0 22 May 2025
Foundation Models for Geospatial Reasoning: Assessing Capabilities of Large Language Models in Understanding Geometries and Topological Spatial Relations Yuhan Ji Song Gao Ying Nie Ivan Majic K. Janowicz ReLM LRM 143 2 0 22 May 2025
CASTILLO: Characterizing Response Length Distributions of Large Language Models Daniel F. Perez-Ramirez Dejan Kostic Magnus Boman 44 0 0 22 May 2025
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning Junhong Lin Xinyue Zeng Jie Zhu Song Wang Julian Shun Jun Wu Dawei Zhou LRM 153 1 0 22 May 2025
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation Derong Xu Pengyue Jia Xiaopeng Li Yingyi Zhang Maolin Wang ... Yichao Wang Huifeng Guo Ruiming Tang Enhong Chen Tong Xu RALM 84 0 0 22 May 2025