Title
Automatic Calibration for Membership Inference Attack on Large Language Models Saleh Zare Zade Yao Qiang Xiangyu Zhou Hui Zhu Mohammad Amin Roshani Prashant Khanduri Dongxiao Zhu 32 1 0 06 May 2025
Demystifying optimized prompts in language models Rimon Melamed Lucas H. McCabe H. H. Huang 39 0 0 04 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 91 0 0 04 May 2025
An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding Xiuwei Shang Zhenkan Fu Shaoyin Cheng Guoqiang Chen Gangyang Li Li Hu W. Zhang N. Yu 59 0 0 30 Apr 2025
From Precision to Perception: User-Centred Evaluation of Keyword Extraction Algorithms for Internet-Scale Contextual Advertising Jingwen Cai Sara Leckner Johanna Björklund 36 0 0 30 Apr 2025
Modes of Sequence Models and Learning Coefficients Zhongtian Chen Daniel Murfet 82 1 0 25 Apr 2025
DataS^3: Dataset Subset Selection for Specialization Neha Hulkund Alaa Maalouf Levi Cai Daniel Yang T. Wang ... Ken Goldberg Hannah Kerner Irene Chen Yogesh A. Girdhar Sara Beery 28 0 0 22 Apr 2025
Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability Daniel Hendriks Philipp Spitzer Niklas Kühl G. Satzger 27 1 0 22 Apr 2025
How Private is Your Attention? Bridging Privacy with In-Context Learning Soham Bonnerjee Zhen Wei Yeon Anna Asch Sagnik Nandy Promit Ghosal 40 0 0 22 Apr 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts Quanyu Long Jianda Chen Zhengyuan Liu Nancy F. Chen Wenya Wang Sinno Jialin Pan KELM RALM LRM 84 0 0 15 Apr 2025
Iterative Self-Training for Code Generation via Reinforced Re-Ranking Nikita Sorokin I. Sedykh Valentin Malykh 31 0 0 13 Apr 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models Haotian Ye Himanshu Jain Chong You A. Suresh Haowei Lin James Zou Felix X. Yu 31 0 0 12 Apr 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 29 0 0 11 Apr 2025
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation Manvi Agarwal Changhong Wang Gaël Richard 27 0 0 07 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 59 0 0 02 Apr 2025
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion Dongjun Wei Minjia Mao Xiao Fang Michael Chau DeLMO 38 0 0 01 Apr 2025
Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization Zhanda Zhu Christina Giannoula Muralidhar Andoorveedu Qidong Su Karttikeya Mangalam Bojian Zheng Gennady Pekhimenko VLM MoE 49 0 0 24 Mar 2025
Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters Roberto Garcia Jerry Liu Daniel Sorvisto Sabri Eyuboglu 90 0 0 23 Mar 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 40 0 0 21 Mar 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates Ying Shen Lifu Huang 47 1 0 20 Mar 2025
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference M. Beck Korbinian Poppel Phillip Lippe Richard Kurle P. Blies G. Klambauer Sebastian Böck Sepp Hochreiter LRM 40 1 0 17 Mar 2025
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Yuan Jiang Yujian Zhang Liang Lu Christoph Treude Xiaohong Su Shan Huang Tiantian Wang ALM 56 0 0 12 Mar 2025
DependEval: Benchmarking LLMs for Repository Dependency Understanding Junjia Du Yadi Liu Hongcheng Guo Jiawei Wang Haojian Huang Yunyi Ni Z. Li 46 1 0 09 Mar 2025
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders Kristian Kuznetsov Laida Kushnareva Polina Druzhinina Anton Razzhigaev Anastasia Voznyuk Irina Piontkovskaya Evgeny Burnaev Serguei Barannikov 29 0 0 05 Mar 2025
Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders Souvika Sarkar M. Hasan S. Karmaker 39 0 0 04 Mar 2025
Self-Adjust Softmax Chuanyang Zheng Yihang Gao Guoxuan Chen Han Shi Jing Xiong Xiaozhe Ren Chao Huang Xin Jiang Z. Li Yu-Hu Li 38 0 0 25 Feb 2025
LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation Pengzhi Li Pengfei Yu Zide Liu Wei He Xuhao Pan Xudong Rao Tao Wei Wei Chen VLM 58 0 0 25 Feb 2025
Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization Zixuan Gong Xiaolin Hu Huayi Tang Yong Liu 33 0 0 24 Feb 2025
UrduLLaMA 1.0: Dataset Curation, Preprocessing, and Evaluation in Low-Resource Settings Layba Fiaz Munief Hassan Tahir Sana Shams Sarmad Hussain 49 0 0 24 Feb 2025
SAE-V: Interpreting Multimodal Models for Enhanced Alignment Hantao Lou Changye Li Jiaming Ji Yaodong Yang 40 1 0 22 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 40 4 0 21 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu M. Zhang KELM 115 2 0 21 Feb 2025
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks Xin Zhou M. Weyssow Ratnadira Widyasari Ting Zhang Junda He Yunbo Lyu Jianming Chang Beiqi Zhang Dan Huang David Lo PILM 186 1 0 10 Feb 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models Xingrun Xing Zheng Liu Shitao Xiao Boyan Gao Yiming Liang Wanpeng Zhang Haokun Lin Guoqi Li Jiajun Zhang LRM 56 1 0 10 Feb 2025
LCTG Bench: LLM Controlled Text Generation Benchmark K. K. Masato Mita Peinan Zhang S. Sasaki Ryosuke Ishigami Naoaki Okazaki 55 0 0 28 Jan 2025
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs Nicolas Boizard Kevin El Haddad C´eline Hudelot Pierre Colombo 68 14 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 33 5 0 28 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 114 13 0 20 Jan 2025
HuRef: HUman-REadable Fingerprint for Large Language Models Boyi Zeng Cheng Zhou Yuncong Hu Yi Xu Chenghu Zhou X. Wang Yu Yu Zhouhan Lin 52 9 0 08 Jan 2025
On the Consideration of AI Openness: Can Good Intent Be Abused? Yeeun Kim Eunkyung Choi Hyunjun Kim Hongseok Oh Hyunseo Shin Wonseok Hwang SILM 44 1 0 08 Jan 2025
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum Hadi Pouransari Chun-Liang Li Jen-Hao Rick Chang Pavan Kumar Anasosalu Vasu Cem Koc Vaishaal Shankar Oncel Tuzel 36 7 0 08 Jan 2025
Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training Shahrad Mohammadzadeh Juan David Guerra Marco Bonizzato Reihaneh Rabbany Golnoosh Farnadi HILM 49 0 0 08 Jan 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 76 102 0 08 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 49 3 0 08 Jan 2025
Scaling Large Language Model Training on Frontier with Low-Bandwidth Partitioning Lang Xu Quentin G. Anthony Jacob Hatef A. Shafi Hari Subramoni Dhabaleswar K. Panda 32 0 0 08 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 108 406 0 03 Jan 2025
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Benjamin Warner Antoine Chaffin Benjamin Clavié Orion Weller Oskar Hallström ... Tom Aarsen Nathan Cooper Griffin Adams Jeremy Howard Iacopo Poli 88 72 0 18 Dec 2024
Optimizing AI-Assisted Code Generation Simon Torka Sahin Albayrak 70 0 0 14 Dec 2024
Code LLMs: A Taxonomy-based Survey Nishat Raihan Christian D. Newman Marcos Zampieri 91 1 0 11 Dec 2024
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang C. L. P. Chen Conghui He Yang Li Jiawei Jiang W. Zhang 79 1 0 26 Nov 2024