Title
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval Jian Jia Jingtong Gao Ben Xue Junhao Wang Qingpeng Cai Quan Chen Xiangyu Zhao Peng Jiang Kun Gai OffRL 77 0 0 18 Feb 2025
LAMD: Context-driven Android Malware Detection and Classification with LLMs Xingzhi Qian Xinran Zheng Yiling He Shuo Yang Lorenzo Cavallaro 83 2 0 18 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 112 8 0 17 Feb 2025
Locally-Deployed Chain-of-Thought (CoT) Reasoning Model in Chemical Engineering: Starting from 30 Experimental Data Tianhang Zhou Yingchun Niu Xingying Lan Chunming Xu LRM 49 0 0 17 Feb 2025
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs Andreas Opedal Haruki Shirakami Bernhard Schölkopf Abulhair Saparov Mrinmaya Sachan LRM 57 3 0 17 Feb 2025
Ad-hoc Concept Forming in the Game Codenames as a Means for Evaluating Large Language Models Sherzod Hakimov Lara Pfennigschmidt David Schlangen ELM 57 0 0 17 Feb 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 58 4 0 17 Feb 2025
Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models Hyunwoo Kim Melanie Sclar Tan Zhi-Xuan Lance Ying Sydney Levine Yang Liu Joshua B. Tenenbaum Yejin Choi LRM LLMAG 61 0 0 17 Feb 2025
Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis Kaikai Zhao Zhaoxiang Liu Xuejiao Lei Rongjia Du Zhenhong Long ... Minjie Hua Kai Wang Wen Liu Ning Wang Kai Wang ELM LRM 60 1 0 16 Feb 2025
PEA: Enhancing LLM Performance on Computational-Reasoning Tasks Zi Wang Shiwei Weng Mohannad J. Alhanahnah S. Jha Tom Reps LRM ReLM 46 0 0 16 Feb 2025
Safety Evaluation of DeepSeek Models in Chinese Contexts Wenjing Zhang Xuejiao Lei Zhaoxiang Liu Rongjia Du Zhenhong Long ... Jiaojiao Zhao Minjie Hua Chaoyang Ma Kai Wang Kai Wang ELM 129 8 0 16 Feb 2025
Uncertainty-Aware Step-wise Verification with Generative Reward Models Zihuiwen Ye Luckeciano C. Melo Younesse Kaddar Phil Blunsom Shivalika Singh Yarin Gal LRM 49 2 0 16 Feb 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models Haoyang Li Xuejia Chen Zhanchao Xu Darian Li Nicole Hu ... Heng Chang Luyu Qiu C. Zhang Qing Li Lei Chen LRM ELM 48 1 0 16 Feb 2025
To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models Zihao Zhu Hongbao Zhang Ruotong Wang Ke Xu Siwei Lyu Baoyuan Wu AAML LRM 67 5 0 16 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
DeepSeek on a Trip: Inducing Targeted Visual Hallucinations via Representation Vulnerabilities Chashi Mahiul Islam Samuel Jacob Chacko Preston Horne Xiuwen Liu 110 1 0 11 Feb 2025
Trustworthy AI on Safety, Bias, and Privacy: A Survey Xingli Fang Jianwei Li Varun Mulchandani Jung-Eun Kim 45 0 0 11 Feb 2025
Evaluating the Systematic Reasoning Abilities of Large Language Models through Graph Coloring Alex Heyman Joel Zylberberg LRM 50 1 0 10 Feb 2025
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates L. Yang Zhaochen Yu Bin Cui Mengdi Wang ReLM LRM AI4CE 101 12 0 10 Feb 2025
VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data Thomas Zeng Shuibai Zhang Shutong Wu Christian Classen Daewon Chae ... Jungtaek Kim H. Koo Kannan Ramchandran Dimitris Papailiopoulos Kangwook Lee LRM 77 3 0 10 Feb 2025
Digital Twin Buildings: 3D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform K. Gao Dening Lu Liangzhi Li Nan Chen Hongjie He Linlin Xu Jonathan Li 3DGS 3DPC AI4CE 63 1 0 09 Feb 2025
Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models Shiyu Teng Jiaqing Liu R. Jain Shurong Chai Ruibo Hou T. Tateyama Lanfen Lin Yuxiao Chen AI4MH LRM 63 1 0 09 Feb 2025
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Libo Wang LRM 216 1 0 07 Feb 2025
LLMs Can Teach Themselves to Better Predict the Future Benjamin Turtel Danny Franklin Philipp Schoenegger LRM 62 0 0 07 Feb 2025
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers Alireza Amiri Xinting Huang Mark Rofin Michael Hahn LRM 254 0 0 04 Feb 2025
Brief analysis of DeepSeek R1 and its implications for Generative AI Sarah Mercer Samuel Spillard Daniel P. Martin 79 13 0 04 Feb 2025
OverThink: Slowdown Attacks on Reasoning LLMs A. Kumar Jaechul Roh A. Naseh Marzena Karpinska Mohit Iyyer Amir Houmansadr Eugene Bagdasarian LRM 66 17 0 04 Feb 2025
Can LLMs Maintain Fundamental Abilities under KV Cache Compression? Xiang Liu Zhenheng Tang Hong Chen Peijie Dong Zeyu Li Xiuze Zhou Bo Li Xuming Hu Xiaowen Chu 251 4 0 04 Feb 2025
What is a Number, That a Large Language Model May Know It? Raja Marjieh Veniamin Veselovsky Thomas Griffiths Ilia Sucholutsky 239 2 0 03 Feb 2025
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration Minghang Deng Ashwin Ramachandran Canwen Xu Lanxiang Hu Zhewei Yao Anupam Datta Hao Zhang LMTD 139 1 0 02 Feb 2025
Calling a Spade a Heart: Gaslighting Multimodal Large Language Models via Negation Bin Zhu Hui yan Qi Yinxuan Gui Jingjing Chen Chong-Wah Ngo Ee-Peng Lim 190 1 0 31 Jan 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun Xia Tianyi Wu Zhiwei Xue Yuxiao Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 136 16 0 30 Jan 2025
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Tianzhe Chu Yuexiang Zhai Jihan Yang Shengbang Tong Saining Xie Dale Schuurmans Quoc V. Le Sergey Levine Yi Ma OffRL 70 67 0 28 Jan 2025
ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer Lin Yueyu Li Zhiyuan Peter Yue Liu Xiao 42 5 0 28 Jan 2025
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models Samira Abnar Harshay Shah Dan Busbridge Alaaeldin Mohamed Elnouby Ali J. Susskind Vimal Thilak MoE LRM 49 5 0 28 Jan 2025
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Ryan Ehrlich Bradley Brown Jordan Juravsky Ronald Clark Christopher Ré Azalia Mirhoseini 57 8 0 24 Jan 2025
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Xingyu Chen Jiahao Xu Tian Liang Zhiwei He Jianhui Pang ... Zizhuo Zhang Rui Wang Zhaopeng Tu Haitao Mi Dong Yu LRM ReLM 61 113 0 30 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 134 9 0 19 Dec 2024
SVGFusion: Scalable Text-to-SVG Generation via Vector Space Diffusion Ximing Xing Juncheng Hu Jing Zhang Dong Xu Qian Yu 91 1 0 11 Dec 2024
Unifying KV Cache Compression for Large Language Models with LeanKV Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 151 5 0 04 Dec 2024
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 99 2 0 25 Nov 2024
DART-LLM: Dependency-Aware Multi-Robot Task Decomposition and Execution using Large Language Models Yongdong Wang Runze Xiao Jun Younes Louhi Kasahara Ryosuke Yajima Keiji Nagatani Atsushi Yamashita Hajime Asama 39 3 0 13 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 52 3 0 24 Oct 2024
Understanding Layer Significance in LLM Alignment Guangyuan Shi Zexin Lu Xiaoyu Dong Wenlong Zhang Xuanyu Zhang Yujie Feng Xiao-Ming Wu 58 2 0 23 Oct 2024
Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning Jialu Tang Tong Xia Yuan Lu Cecilia Mascolo Aaqib Saeed AI4MH 59 2 0 18 Oct 2024
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation Yiming Wang Pei Zhang Baosong Yang Derek F. Wong Rui-cang Wang LRM 56 5 0 17 Oct 2024
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data Seiji Maekawa Hayate Iso Nikita Bhutani RALM 110 1 0 15 Oct 2024
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks Rushang Karia Daniel Bramblett D. Dobhal Siddharth Srivastava ELM LRM 35 0 0 11 Oct 2024
The Geometry of Concepts: Sparse Autoencoder Feature Structure Yuxiao Li Eric J. Michaud David D. Baek Joshua Engels Xiaoqing Sun Max Tegmark 58 9 0 10 Oct 2024
Mixture Compressor for Mixture-of-Experts LLMs Gains More Wei Huang Yue Liao Jianhui Liu Ruifei He Haoru Tan Shiming Zhang Hongsheng Li Si Liu Xiaojuan Qi MoE 39 3 0 08 Oct 2024