Title
One Attention, One Scale: Phase-Aligned Rotary Positional Embeddings for Mixed-Resolution Diffusion Transformer Haoyu Wu Jingyi Xu Qiaomu Miao Dimitris Samaras H. Le 44 0 0 24 Nov 2025
Selective Rotary Position Embedding Sajad Movahedi Timur Carstensen Arshia Afzal Frank Hutter Antonio Orvieto Volkan Cevher 125 0 0 21 Nov 2025
SCALE: Upscaled Continual Learning of Large Language Models Jin-woo Lee Junhwa Choi Bongkyu Hwang Jinho Choo Bogun Kim ... Joonseok Lee DongYoung Jung Jaeseon Park Kyoungwon Park Suk-hoon Jung CLL LRM 314 0 0 05 Nov 2025
Diffusion Language Models are Super Data Learners Jinjie Ni Qian Liu Longxu Dou Chao Du Zili Wang Hang Yan Tianyu Pang Michael Shieh AI4CE 100 8 0 05 Nov 2025
From Prompts to Power: Measuring the Energy Footprint of LLM Inference Francisco Caravaca Ángel Cuevas R. Cuevas 64 0 0 05 Nov 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention Shikhar Tuli James Smith Haris Jeelani Chi-Heng Lin Abhishek Patel Vasili Ramanishka Yen-Chang Hsu Hongxia Jin MoE 235 0 0 30 Oct 2025
The Structure of Relation Decoding Linear Operators in Large Language Models Miranda Anna Christ Adrián Csiszárik Gergely Becsó D. Varga 72 0 0 30 Oct 2025
Understanding and Improving Length Generalization in Hierarchical Sparse Attention Models Jiaqi Leng Xiang Hu Junxiong Wang Jianguo Li Wei Wu Yucheng Lu 72 1 0 20 Oct 2025
Every Language Model Has a Forgery-Resistant Signature Matthew Finlayson Xiang Ren Swabha Swayamdipta 64 0 0 15 Oct 2025
High-Power Training Data Identification with Provable Statistical Guarantees Zhenlong Liu Hao Zeng Weiran Huang Hongxin Wei 129 0 0 10 Oct 2025
Vision-Language-Action Models for Robotics: A Review Towards Real-World ApplicationsIEEE Access (IEEE Access), 2025 Kento Kawaharazuka Jihoon Oh Jun Yamada Ingmar Posner Yuke Zhu LM&Ro 177 17 0 08 Oct 2025
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Soyeong Jeong Taehee Jung Sung Ju Hwang Joo-Kyung Kim Luan Tuyen Chau LLMAG LRM 60 0 0 08 Oct 2025
Membership Inference Attacks on Tokenizers of Large Language Models Meng Tong Yuntao Du Kejiang Chen Weiming Zhang Ninghui Li MIALM 219 0 0 07 Oct 2025
Distributed Low-Communication Training with Decoupled Momentum Optimization S. Nedelkoski Alexander Acker O. Kao Soeren Becker Dominik Scheinert 75 0 0 03 Oct 2025
xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity Maximilian Beck Kajetan Schweighofer Sebastian Böck Sebastian Lehner Sepp Hochreiter 105 0 1 02 Oct 2025
Uncovering the Computational Ingredients of Human-Like Representations in LLMs Zach Studdiford Timothy T. Rogers Kushin Mukherjee Siddharth Suresh 120 0 0 01 Oct 2025
VietBinoculars: A Zero-Shot Approach for Detecting Vietnamese LLM-Generated Text Trieu Hai Nguyen Sivaswamy Akilesh 81 0 0 30 Sep 2025
Pretraining with hierarchical memories: separating long-tail and common knowledge Hadi Pouransari David Grangier C Thomas Michael Kirchhof Oncel Tuzel RALM KELM 175 1 0 29 Sep 2025
Sanitize Your Responses: Mitigating Privacy Leakage in Large Language Models Wenjie Fu Huandong Wang Junyao Gao Guoan Wan Tao Jiang AAML KELM MU 72 0 0 29 Sep 2025
MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive-First Text Sources Huu Nguyen Victor May Harsh Raj Marianna Nezhurina Yishan Wang ... Aleksandra Krasnodębska Christoph Schuhmann Mats Leon Richter Xuan-Son J. Jitsev 71 1 0 29 Sep 2025
Adaptive Token-Weighted Differential Privacy for LLMs: Not All Tokens Require Equal Protection Manjiang Yu Priyanka Singh Xue Li Yang Cao AAML 64 0 0 27 Sep 2025
Efficient Fine-Grained GPU Performance Modeling for Distributed Deep Learning of LLM Biyao Zhang Mingkai Zheng Debargha Ganguly Xuecen Zhang Vikash Singh Vipin Chaudhary Zhao Zhang 62 0 0 26 Sep 2025
Etude: Piano Cover Generation with a Three-Stage Approach -- Extract, strucTUralize, and DEcode Tse-Yang Che Yuh-Jzer Joung 56 0 0 20 Sep 2025
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling Ivan Rodkin Daniil Orel Konstantin Smirnov Arman Bolatov Bilal Elbouardi ... Aydar Bulatov Preslav Nakov Timothy Baldwin Artem Shelmanov Mikhail Burtsev LRM 153 0 0 22 Aug 2025
The Fools are Certain; the Wise are Doubtful: Exploring LLM Confidence in Code Completion Zoe Kotti Konstantina Dritsa D. Spinellis Panos Louridas 68 0 0 22 Aug 2025
Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training Woojin Chung Jeonghoon Kim 140 0 0 21 Aug 2025
Can Transformers Break Encryption Schemes via In-Context Learning? Jathin Korrapati Patrick Mendoza Aditya Tomar Abein Abraham 36 0 0 13 Aug 2025
Matrix-Driven Instant Review: Confident Detection and Reconstruction of LLM Plagiarism on PC Ruichong Zhang 144 2 0 08 Aug 2025
Trainable Dynamic Mask Sparse Attention Jingze Shi Yifan Wu Yiran Peng Yiran Peng Liangdong Wang Guang Liu Yuyu Luo 240 2 0 04 Aug 2025
FMimic: Foundation Models are Fine-grained Action Learners from Human VideosThe international journal of robotics research (IJRR), 2025 Guangyan Chen Meiling Wang Te Cui Yao Mu Haoyang Lu ... Mengxiao Hu Tianxing Zhou M. Fu Yi Yang Yufeng Yue LM&Ro VLM 97 4 0 28 Jul 2025
IQ Test for LLMs: An Evaluation Framework for Uncovering Core Skills in LLMs Aviya Maimon Amir D. N. Cohen Gal Vishne Shauli Ravfogel Reut Tsarfaty 80 0 0 27 Jul 2025
Supernova: Achieving More with Less in Transformer Architectures Andrei-Valentin Tanase Elena Pelican 93 0 0 21 Jul 2025
Opus: A Prompt Intention Framework for Complex Workflow Generation Théo Fagnoni Mahsun Altin Chia En Chung Phillip Kingston Alan Tuning Dana O. Mohamed Inès Adnani 83 1 0 15 Jul 2025
Understanding and Improving Length Generalization in Recurrent Models Ricardo Buitrago Ruiz Albert Gu 162 4 0 03 Jul 2025
MambaMia: A State-Space-Model-Based Compression for Efficient Video Understanding in Large Multimodal Models Geewook Kim Minjoon Seo 167 1 0 16 Jun 2025
Exploring Cultural Variations in Moral Judgments with Large Language Models Hadi Mohammadi Efthymia Papadopoulou Yasmeen F.S.S. Meijer Ayoub Bagheri 158 1 0 14 Jun 2025
Is your batch size the problem? Revisiting the Adam-SGD gap in language modeling Teodora Srećković Jonas Geiping Antonio Orvieto MoE 151 5 0 14 Jun 2025
Long-Short Alignment for Effective Long-Context Modeling in LLMs Tianqi Du Haotian Huang Yifei Wang Yisen Wang 131 1 0 13 Jun 2025
Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly Yi-Chien Lin William Schuler 105 1 0 12 Jun 2025
TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding Yiran Peng Jingze Shi Yifan Wu Nan Tang Yuyu Luo 282 3 0 11 Jun 2025
Beyond Text Compression: Evaluating Tokenizers Across ScalesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jonas F. Lotz António V. Lopes Stephan Peitz Hendra Setiawan Leonardo Emili 239 2 0 03 Jun 2025
IF-GUIDE: Influence Function-Guided Detoxification of LLMs Zachary Coalson Juhan Bae Nicholas Carlini Sanghyun Hong TDI 333 1 0 02 Jun 2025
G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Long Bai Zixuan Li Xiaolong Jin Jiafeng Guo Xueqi Cheng Tat-Seng Chua AI4TS 89 1 0 31 May 2025
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts Neil He Rishabh Anand Hiren Madhu Ali Maatouk Smita Krishnaswamy Leandros Tassiulas Menglin Yang Rex Ying 176 7 0 30 May 2025
Mamba Knockout for Unraveling Factual Information FlowAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Nir Endy Idan Daniel Grosbard Yuval Ran-Milo Yonatan Slutzky Itay Tshuva Raja Giryes 113 0 0 30 May 2025
The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text Maged S. Al-Shaibani Moataz Ahmed DeLMO 159 5 0 29 May 2025
Learning in Compact Spaces with Approximately Normalized Transformer Jörg Franke Urs Spiegelhalter Marianna Nezhurina J. Jitsev Katharina Eggensperger Michael Hefenbrock 201 1 0 28 May 2025
Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition Yuan Tseng Titouan Parcollet Rogier van Dalen Shucong Zhang Sourav Bhattacharya 234 1 0 28 May 2025
Explaining Large Language Models with gSMILE Zeinab Dehghani Mohammed Naveed Akram Adil Khan Mohammed Naveed Akram Y. Papadopoulos MILM LRM 448 0 0 27 May 2025
In Search of Adam's Secret Sauce Antonio Orvieto Robert Gower 235 10 0 27 May 2025