Title
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao-quan Song Yufa Zhou 78 17 0 21 Feb 2025
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Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 79 0 0 17 Feb 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan T. Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 102 0 0 14 Feb 2025
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Logical forms complement probability in understanding language model (and human) performance Yixuan Wang Freda Shi ReLM LRM 71 2 0 13 Feb 2025
Universal Adversarial Attack on Aligned Multimodal LLMs Temurbek Rahmatullaev Polina Druzhinina Matvey Mikhalchuk Andrey Kuznetsov Anton Razzhigaev AAML 96 0 0 11 Feb 2025
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization Yuanye Liu Jiahang Xu Li Lyna Zhang Qi Chen Xuan Feng Yang Chen Zhongxin Guo Yuqing Yang Cheng Peng 72 2 0 06 Feb 2025
Position: AI Scaling: From Up to Down and Out Yunke Wang Yanxi Li Chang Xu HAI 68 1 0 02 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 62 1 0 02 Feb 2025
We're Different, We're the Same: Creative Homogeneity Across LLMs Emily Wenger Yoed Kenett 86 3 0 31 Jan 2025
DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance Seffi Cohen Niv Goldshlager Nurit Cohen-Inger Bracha Shapira L. Rokach 43 0 0 29 Jan 2025
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language Models Jingwei Yi Junhao Yin Ju Xu Peng Bao Y. Wang Wei Fan H. Wang 39 0 0 20 Jan 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs Hrithik Majumdar Shibu Shrestha Datta Md. Sumon Miah Nasrullah Sami Mahruba Sharmin Chowdhury Md. Saiful Islam 59 0 0 17 Jan 2025
PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms Yilong Li Jingyu Liu Hao Zhang M Badri Narayanan Utkarsh Sharma Shuai Zhang Pan Hu Yijing Zeng Jayaram Raghuram Suman Banerjee MQ 31 2 0 10 Jan 2025
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang N. Lipovetzky Krista A. Ehinger 76 1 0 10 Jan 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Yiyao Yu Xinzhe Ni Zicheng Lin Jin Zeng Yujiu Yang LRM 53 12 0 08 Jan 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation Yuhui Zhang Yuchang Su Yiming Liu Xiaohan Wang James Burgess ... Josiah Aklilu Alejandro Lozano Anjiang Wei Ludwig Schmidt Serena Yeung-Levy 48 3 0 06 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 45 18 0 03 Jan 2025
MoPD: Mixture-of-Prompts Distillation for Vision-Language Models Yang Chen Shuai Fu Yu Zhang VLM 32 0 0 26 Dec 2024
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge Jie He Nan Hu Wanqiu Long Jiaoyan Chen Jeff Z. Pan ELM LRM 92 6 0 22 Dec 2024
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference Siyuan Wang Dianyi Wang Chengxing Zhou Zejun Li Zhihao Fan Xuanjing Huang Zhongyu Wei VLM 82 0 0 17 Dec 2024
Empowering LLMs to Understand and Generate Complex Vector Graphics Ximing Xing Juncheng Hu Guotao Liang Jing Zhang Dong Xu Qian Yu 81 7 0 15 Dec 2024
Reinforcement Learning Enhanced LLMs: A Survey Shuhe Wang Shengyu Zhang J. Zhang Runyi Hu Xiaoya Li Tianwei Zhang Jiwei Li Fei Wu G. Wang Eduard H. Hovy OffRL 111 6 0 05 Dec 2024
Yi-Lightning Technical Report 01. AI : Alan Wake Albert Wang Bei Chen ... Yuxuan Sha Zhaodong Yan Zhiyuan Liu Zirui Zhang Zonghong Dai OSLM 97 3 0 02 Dec 2024
Efficient LLM Inference using Dynamic Input Pruning and Cache-Aware Masking Marco Federici Davide Belli M. V. Baalen Amir Jalalirad Andrii Skliar Bence Major Markus Nagel Paul N. Whatmough 76 0 0 02 Dec 2024
ChatRex: Taming Multimodal LLM for Joint Perception and Understanding Qing Jiang Gen Luo Yuqin Yang Yuda Xiong Yihao Chen Zhaoyang Zeng Tianhe Ren Lei Zhang VLM LRM 92 6 0 27 Nov 2024
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset Tobi Olatunji Charles Nimo A. Owodunni Tassallah Abdullahi Emmanuel Ayodele ... Michael Best Irfan Essa Stephen E. Moore Chris Fourie M. Asiedu LM&MA 65 3 0 23 Nov 2024
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 35 0 0 13 Nov 2024
Stronger Models are NOT Stronger Teachers for Instruction Tuning Zhangchen Xu Fengqing Jiang Luyao Niu Bill Yuchen Lin Radha Poovendran ALM 46 5 0 11 Nov 2024
VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos Shehan Munasinghe Hanan Gani Wenqi Zhu Jiale Cao Eric P. Xing F. Khan Salman Khan MLLM VGen VLM 42 6 0 07 Nov 2024
Exploring Hierarchical Molecular Graph Representation in Multimodal LLMs Chengxin Hu Hao Li Yihe Yuan Jing Li Ivor Tsang 39 0 0 07 Nov 2024
Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination D. Song Sicheng Lai Shunian Chen Lichao Sun Benyou Wang 51 0 0 06 Nov 2024
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units Badr AlKhamissi Greta Tuckute Antoine Bosselut Martin Schrimpf MILM 24 8 0 04 Nov 2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models Minki Kang Sung Ju Hwang Gibbeum Lee Jaewoong Cho KELM 30 0 0 01 Nov 2024
Attention Tracker: Detecting Prompt Injection Attacks in LLMs Kuo-Han Hung Ching-Yun Ko Ambrish Rawat I-Hsin Chung Winston H. Hsu Pin-Yu Chen 41 7 0 01 Nov 2024
Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks Youngjoon Lee J. Gong Joonhyuk Kang 45 0 0 31 Oct 2024
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 49 4 0 31 Oct 2024
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference Hanshi Sun Li-Wen Chang Wenlei Bao Size Zheng Ningxin Zheng Xin Liu Harry Dong Yuejie Chi Beidi Chen VLM 78 16 0 28 Oct 2024
Improving Model Evaluation using SMART Filtering of Benchmark Datasets Vipul Gupta Candace Ross David Pantoja R. Passonneau Megan Ung Adina Williams 36 1 0 26 Oct 2024
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs) Leander Girrbach Yiran Huang Stephan Alaniz Trevor Darrell Zeynep Akata VLM 37 2 0 25 Oct 2024
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws M. E. Ildiz Halil Alperen Gozeten Ege Onur Taga Marco Mondelli Samet Oymak 42 2 0 24 Oct 2024
JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation Shota Onohara Atsuyuki Miyai Yuki Imajuku Kazuki Egashira Jeonghun Baek Xiang Yue Graham Neubig Kiyoharu Aizawa OSLM 69 1 0 22 Oct 2024
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage Taewhoo Lee Chanwoong Yoon Kyochul Jang Donghyeon Lee Minju Song Hyunjae Kim Jaewoo Kang ELM 21 1 0 22 Oct 2024