Title
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 22 0 0 13 May 2025
Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Guang Yan Yuhui Zhang Zimu Guo Lutan Zhao Xiaojun Chen Chen Wang Wenhao Wang Dan Meng Rui Hou 21 0 0 12 May 2025
Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models Dawid Wi'sniewski Antoni Solarski Artur Nowakowski LRM 21 0 0 09 May 2025
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization Yuntai Bao Xuhong Zhang Tianyu Du Xinkui Zhao Jiang Zong Hao Peng Jianwei Yin TDI 41 0 0 08 May 2025
Overcoming Data Scarcity in Generative Language Modelling for Low-Resource Languages: A Systematic Review Josh McGiff Nikola S. Nikolov 43 0 0 07 May 2025
AdCare-VLM: Leveraging Large Vision Language Model (LVLM) to Monitor Long-Term Medication Adherence and Care Md Asaduzzaman Jabin Hanqi Jiang Y. Li Patrick Kaggwa Eugene Douglass Juliet N. Sekandi Tianming Liu LM&MA 63 0 0 01 May 2025
Precision Where It Matters: A Novel Spike Aware Mixed-Precision Quantization Strategy for LLaMA-based Language Models Lucas Maisonnave Cyril Moineau Olivier Bichler Fabrice Rastello MQ 69 1 0 30 Apr 2025
Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning Hongfei Xue Yufeng Tang Hexin Liu Jun Zhang Xuelong Geng Lei Xie LRM 50 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training Linjuan Wu H. Wei Huan Lin Tianhao Li Baosong Yang Weiming Lu 26 0 0 29 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Y. Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 72 0 0 27 Apr 2025
PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare José G. Moreno Jesus Lovon M'Rick Robin-Charlet Christine Damase-Michel L. Tamine MoMe LM&MA 48 0 0 24 Apr 2025
How Effective are Generative Large Language Models in Performing Requirements Classification? Waad Alhoshan Alessio Ferrari Liping Zhao 20 0 0 23 Apr 2025
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 22 0 0 23 Apr 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation Luca Moroni Giovanni Puccetti Pere-Lluís Huguet Cabot Andrei Stefan Bejgu Edoardo Barba Alessio Miaschi F. Dell’Orletta Andrea Esuli Roberto Navigli 25 0 0 23 Apr 2025
SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation Keqi Deng Wenxi Chen Xie Chen P. Woodland 43 0 0 22 Apr 2025
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks Minghao Wu Weixuan Wang Sinuo Liu Huifeng Yin Xintong Wang Yu Zhao Chenyang Lyu Longyue Wang Weihua Luo Kaifu Zhang ELM 74 0 0 22 Apr 2025
Kuwain 1.5B: An Arabic SLM via Language Injection Khalil Hennara Sara Chrouf Mohamed Motaism Hamed Zeina Aldallal Omar Hadid Safwan AlModhayan 29 1 0 21 Apr 2025
Analysing the Robustness of Vision-Language-Models to Common Corruptions Muhammad Usama Syeda Aishah Asim Syed Bilal Ali Syed Talal Wasim Umair Bin Mansoor VLM 30 0 0 18 Apr 2025
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization Menglan Chen Xianghe Pang Jingjing Dong Wenhao Wang Yaxin Du Siheng Chen LRM 28 0 0 17 Apr 2025
Tilus: A Virtual Machine for Arbitrary Low-Precision GPGPU Computation in LLM Serving Yaoyao Ding Bohan Hou X. Zhang Allan Lin Tianqi Chen Cody Yu Hao Yida Wang Gennady Pekhimenko 39 0 0 17 Apr 2025
Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Fatma Elsafoury David Hartmann 19 0 0 17 Apr 2025
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance Ram Mohan Rao Kadiyala Siddartha Pullakhandam Siddhant Gupta Drishti Sharma Jebish Purbey Kanwal Mehreen Muhammad Arham Hamza Farooq 27 0 0 13 Apr 2025
Redefining Machine Translation on Social Network Services with Large Language Models Hongcheng Guo Fei Zhao Shaosheng Cao Xinze Lyu Z. Liu ... Boyang Wang Z. Li Chonggang Lu Zhe Xu Yao Hu 23 0 0 10 Apr 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 32 106 0 10 Apr 2025
Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi Monojit Choudhury Shivam Chauhan Rocktim Jyoti Das Dhruv Sahnan Xudong Han ... Rituraj Joshi Gurpreet Gosal Avraham Sheinin Natalia Vassilieva Preslav Nakov 21 0 0 08 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 34 11 0 08 Apr 2025
Saliency-driven Dynamic Token Pruning for Large Language Models Yao Tao Yehui Tang Yun Wang Mingjian Zhu Hailin Hu Yunhe Wang 32 0 0 06 Apr 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models Mingyang Wang Heike Adel Lukas Lange Yihong Liu Ercong Nie Jannik Strötgen Hinrich Schütze HILM 56 0 0 05 Apr 2025
On the Connection Between Diffusion Models and Molecular Dynamics Liam Harcombe Timothy T. Duignan DiffM 43 1 0 04 Apr 2025
LLM for Complex Reasoning Task: An Exploratory Study in Fermi Problems Z. Liu Carlos Rabat Villarreal Mostafa Rahgouy Amit Das Zheng Zhang Chang Ren Dongji Feng ReLM LRM 46 0 0 03 Apr 2025
Scaling Analysis of Interleaved Speech-Text Language Models Gallil Maimon Michael Hassid Amit Roth Yossi Adi AuLLM 40 0 0 03 Apr 2025
Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish Cedric Lothritz Jordi Cabot 28 0 0 02 Apr 2025
Model Hemorrhage and the Robustness Limits of Large Language Models Ziyang Ma Z. Li L. Zhang Gui-Song Xia Bo Du Liangpei Zhang Dacheng Tao 50 0 0 31 Mar 2025
Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems Shiyi Yang Z. Hu Chen Wang Tong Yu Xiwei Xu Liming Zhu Lina Yao AAML 37 0 0 31 Mar 2025
Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities Roussel Rahman ReLM ELM LRM 46 0 0 31 Mar 2025
Multilingual Sentiment Analysis of Summarized Texts: A Cross-Language Study of Text Shortening Effects Mikhail Krasitskii Grigori Sidorov Olga Kolesnikova Liliana Chanona Hernandez Alexander Gelbukh 38 0 0 31 Mar 2025
Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages Xabier de Zuazo Eva Navas Ibon Saratxaga Inma Hernáez Rioja 37 0 0 30 Mar 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 51 0 0 30 Mar 2025
CubeRobot: Grounding Language in Rubik's Cube Manipulation via Vision-Language Model Feiyang Wang Xiaomin Yu Wangyu Wu LM&Ro 60 0 0 25 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 28 0 0 23 Mar 2025
Payload-Aware Intrusion Detection with CMAE and Large Language Models Yongcheol Kim Chanjae Lee Young Yoon 39 0 0 23 Mar 2025
A Review on Large Language Models for Visual Analytics Navya Sonal Agarwal Sanjay Kumar Sonbhadra 41 0 0 19 Mar 2025
Depth-Aware Range Image-Based Model for Point Cloud Segmentation Bike Chen Antti Tikänmaki Juha Roning 3DPC 3DV 39 0 0 19 Mar 2025
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Weihang Su Baoqing Yue Qingyao Ai Yiran Hu Jiaqi Li C. Wang Kaiyuan Zhang Yueyue Wu Y. Liu AILaw ELM 101 0 0 18 Mar 2025
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning Baohao Liao Christian Herold Seyyed Hadi Hashemi Stefan Vasilev Shahram Khadivi Christof Monz MQ 44 0 0 17 Mar 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 52 0 0 14 Mar 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set Florian Eichin Y. Liu Barbara Plank Michael A. Hedderich 39 0 0 13 Mar 2025
Context-aware Biases for Length Extrapolation Ali Veisi Amir Mansourian 50 0 0 11 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu B. Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 63 0 0 09 Mar 2025