Title
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 137 8 0 28 Jan 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 118 18 0 28 Jan 2025
SCCD: A Session-based Dataset for Chinese Cyberbullying Detection Qingpo Yang Yakai Chen Zihui Xu Yu-ming Shang Sanchuan Guo Xi Zhang 72 2 0 28 Jan 2025
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 144 9 0 28 Jan 2025
GUIDE: A Global Unified Inference Engine for Deploying Large Language Models in Heterogeneous Environments Yanyu Chen Ganhong Huang 128 0 0 28 Jan 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy Tunazzina Islam Dan Goldwasser 127 3 0 28 Jan 2025
Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions Naihao Deng Rada Mihalcea 68 0 0 28 Jan 2025
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning Zehan Qi Xiao-Chang Liu Iat Long Iong Hanyu Lai Xingwu Sun ... Shuntian Yao Tianjie Zhang Wei Xu J. Tang Yuxiao Dong 120 30 0 28 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-An Ma OffRL 109 85 0 28 Jan 2025
Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction Atharva Naik Darsh Agrawal Hong Sng Clayton Marr Kexun Zhang ... Kalvin Chang Rebecca Byrnes Aravind Mysore Carolyn Rose David R. Mortensen 50 1 0 27 Jan 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought Xin Huang Tarun K. Vangani Zhengyuan Liu Bowei Zou Ai Ti Aw LRM AI4CE 95 2 0 27 Jan 2025
Complete Chess Games Enable LLM Become A Chess Master Yinqi Zhang Xintian Han Haolong Li Kedi Chen Shaohui Lin ReLM ELM 60 0 0 26 Jan 2025
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint Shuo Shao Haozhe Zhu Hongwei Yao Yiming Li Tianwei Zhang Zhan Qin Kui Ren AAML 368 0 0 26 Jan 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Pengfei Wan Di Zhang Kun Gai Yujiu Yang Wanli Ouyang VGen EGVM 88 19 0 23 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 128 10 0 23 Jan 2025
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 69 0 0 23 Jan 2025
MultiDreamer3D: Multi-concept 3D Customization with Concept-Aware Diffusion Guidance Wooseok Song Seunggyu Chang Jaejun Yoo DiffM 56 0 0 23 Jan 2025
NExtLong: Toward Effective Long-Context Training without Long Documents Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 109 2 0 22 Jan 2025
Unified CNNs and transformers underlying learning mechanism reveals multi-head attention modus vivendi Ella Koresh Ronit D. Gross Yuval Meir Yarden Tzach Tal Halevi Ido Kanter ViT 73 0 0 22 Jan 2025
Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling Zhenyu Hou Xin Lv Rui Lu Jing Zhang Yongqian Li Zijun Yao Juanzi Li J. Tang Yuxiao Dong OffRL LRM ReLM 77 28 0 20 Jan 2025
A performance analysis of VM-based Trusted Execution Environments for Confidential Federated Learning Bruno Casella FedML 64 0 0 20 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 156 381 0 20 Jan 2025
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models Thibaut Thonet Jos Rozen Laurent Besacier RALM 178 2 0 20 Jan 2025
GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning Zhisheng Tang Mayank Kejriwal LRM 75 3 0 20 Jan 2025
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice M. Mikail Demir Hakan T. Otal M. A. Canbaz AILaw 60 0 0 19 Jan 2025
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding Ziyang Chen Mingxiao Li Zhongfu Chen Nan Du Xiaolong Li Yuexian Zou 76 1 0 19 Jan 2025
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Raha Aghaei Ali A. Kiaei Mahnaz Boush Javad Vahidi Mohammad Zavvar Zeynab Barzegar Mahan Rofoosheh OffRL 63 1 0 18 Jan 2025
Target Speaker ASR with Whisper Alexander Polok Dominik Klement Sanjeev Khudanpur Kevin Duh J. Černocký L. Burget 135 2 0 17 Jan 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 84 3 0 17 Jan 2025
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words Junyi Ao Yuancheng Wang Xiaohai Tian Dekun Chen Jing Zhang Lu Lu Yansen Wang Haizhou Li Zhikai Wu AuLLM 111 21 0 17 Jan 2025
Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Amirreza Payandeh Daeun Song Mohammad Nazeri Jing Liang Praneel Mukherjee Amir Hossain Raj Yangzhe Kong Dinesh Manocha Xuesu Xiao LM&Ro LRM 138 5 0 17 Jan 2025
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models Yong-Hyun Park Sangdoo Yun Jin-Hwa Kim Junho Kim Geonhui Jang Yonghyun Jeong Junghyo Jo Gayoung Lee 98 14 0 17 Jan 2025
The Goofus & Gallant Story Corpus for Practical Value Alignment Md Sultan al Nahian Tasmia Tasrin Spencer Frazier Mark O. Riedl Brent Harrison 76 0 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 192 26 0 17 Jan 2025
Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Jonathan Nöther Adish Singla Goran Radanović AAML 100 0 0 14 Jan 2025
GestLLM: Advanced Hand Gesture Interpretation via Large Language Models for Human-Robot Interaction Oleg Kobzarev Artem Lykov Dzmitry Tsetserukou VLM 62 1 0 13 Jan 2025
MathReader : Text-to-Speech for Mathematical Documents Sieun Hyeon Kyudan Jung N. Kim Hyun Gon Ryu Jaeyoung Do 70 1 0 13 Jan 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Alejandro Lozano Min Woo Sun James Burgess Liangyu Chen Jeffrey Nirschl ... Xiaohan Wang Yuhui Zhang Alfred Seunghoon Song Robert Tibshirani Serena Yeung-Levy LM&MA VLM MedIm 106 8 0 13 Jan 2025
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds Yinfang Chen Manish Shetty Gagan Somashekar Minghua Ma Yogesh L. Simmhan Jonathan Mace Chetan Bansal Rujia Wang Saravan Rajmohan 59 2 0 12 Jan 2025
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 91 8 0 10 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 81 3 0 10 Jan 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning Muhammad Awais Ali Husain Salem Abdulla Alharthi Amandeep Kumar Hisham Cholakkal Rao Muhammad Anwer VLM 70 4 0 10 Jan 2025
MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation Daniele Molino Francesco Di Feola E. Faiella Deborah Fazzini D. Santucci Linlin Shen V. Guarrasi Paolo Soda SyDa MedIm 77 1 0 10 Jan 2025
LogLM: From Task-based to Instruction-based Automated Log Analysis Yilun Liu Yuhe Ji Shimin Tao Minggui He Weibin Meng Shenglin Zhang Yongqian Sun Yuming Xie Boxing Chen Hao Yang 63 2 0 10 Jan 2025
Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts Danyal Aftab Steven Davy ALM 67 1 0 10 Jan 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 145 8 0 10 Jan 2025
OneLLM: One Framework to Align All Modalities with Language Jiaming Han Kaixiong Gong Yiyuan Zhang Jiaqi Wang Kaipeng Zhang Dahua Lin Yu Qiao Peng Gao Xiangyu Yue MLLM 140 121 0 10 Jan 2025
Safeguarding System Prompts for LLMs Zhifeng Jiang Zhihua Jin Guoliang He AAML SILM 133 2 0 10 Jan 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages Archchana Sindhujan Diptesh Kanojia Constantin Orasan Shenbin Qian 62 3 0 08 Jan 2025
CURing Large Models: Compression via CUR Decomposition Sanghyeon Park Soo-Mook Moon 62 1 0 08 Jan 2025