Title
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification Takuma Udagawa Yang Zhao H. Kanayama Bishwaranjan Bhattacharjee 33 0 0 19 Apr 2025
CPR: Leveraging LLMs for Topic and Phrase Suggestion to Facilitate Comprehensive Product Reviews Ekta Gujral Apurva Sinha Lishi Ji Bijayani Sanghamitra Mishra 30 0 0 18 Apr 2025
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training Xinsong Zhang Yarong Zeng Xinting Huang Hu Hu Runquan Xie Han Hu Zhanhui Kang MLLM VLM 55 0 0 17 Apr 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Hongkang Li Yihua Zhang Shuai Zhang Hao Wu Sijia Liu Pin-Yu Chen MoMe 69 4 0 15 Apr 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 93 1 0 11 Apr 2025
LSR-MCTS: Alleviating Long Range Dependency in Code Generation Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Wanshi Xu Hai-Tao Zheng Yinghui Li Xin Su Zifei Shan LLMAG 67 0 0 10 Apr 2025
Understanding Users' Security and Privacy Concerns and Attitudes Towards Conversational AI Platforms Mutahar Ali Arjun Arunasalam Habiba Farrukh SILM 54 0 0 09 Apr 2025
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks Yu Yue Yufeng Yuan Qiying Yu Xiaochen Zuo Ruofei Zhu ... Ru Zhang Xin Liu Mingxuan Wang Yonghui Wu Lin Yan OffRL LRM 32 8 0 07 Apr 2025
Rethinking industrial artificial intelligence: a unified foundation framework Jay Lee Hanqi Su AI4CE 41 1 0 02 Apr 2025
Mixture of Routers Jia-Chen Zhang Yu-Jie Xiong Xi-He Qiu Chun-Ming Xia Fei Dai MoE 76 0 0 30 Mar 2025
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives Qiang Yi Yangfan He J. Wang Xinyuan Song Shiyao Qian ... Keqin Li Kuan Lu Menghao Huo Jiaqi Chen Tianyu Shi RALM 42 8 0 30 Mar 2025
ImF: Implicit Fingerprint for Large Language Models Wu jiaxuan Peng Wanli Fu hang Xue Yiming Wen juan 41 0 0 25 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Bo Liu Yunxiang Li Yangqiu Song Hanjing Wang Linyi Yang Mark W. Schmidt Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 92 6 0 12 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 63 0 0 12 Mar 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Yogesh S Rawat VLM 163 1 0 11 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 61 1 0 11 Mar 2025
eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference Suraiya Tairin Shohaib Mahmud Haiying Shen Anand Iyer MoE 182 0 0 10 Mar 2025
Enhanced Multi-Tuple Extraction for Alloys: Integrating Pointer Networks and Augmented Attention Mengzhe Hei Zhouran Zhang Qingbao Liu Yan Pan Xiang Zhao Yongqian Peng Yicong Ye Xin Zhang Shuxin Bai 49 0 0 10 Mar 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination Li Li Jiashu Qu Yuxiao Zhou Yuehan Qin Tiankai Yang Yue Zhao 98 2 0 08 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 41 0 0 08 Mar 2025
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 59 0 0 07 Mar 2025
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction Huang Huang Fangchen Liu Letian Fu Tingfan Wu Mustafa Mukadam Jitendra Malik Ken Goldberg Pieter Abbeel LM&Ro VLM 85 6 0 05 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 66 1 0 03 Mar 2025
From Vague Instructions to Task Plans: A Feedback-Driven HRC Task Planning Framework based on LLMs Afagh Mehri Shervedani Matthew R. Walter Milos Zefran 43 0 0 02 Mar 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 44 0 0 27 Feb 2025
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework S M Sarwar AI4MH 46 0 0 27 Feb 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 98 1 0 26 Feb 2025
Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models Yu He Boheng Li L. Liu Zhongjie Ba Wei Dong Yiming Li Zhanyue Qin Kui Ren Chong Chen MIALM 74 0 0 26 Feb 2025
A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMs Xuan Ding Rui Sun Yunjian Zhang Xiu Yan Yueqi Zhou Kaihao Huang Suzhong Fu Angelica I Aviles-Rivero Chuanlong Xie Yao Zhu 131 1 0 26 Feb 2025
Learning to Generate Structured Output with Schema Reinforcement Learning Yunfan LU Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 44 1 0 26 Feb 2025
A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition Zihan Wang Ziqi Zhao Yougang Lyu Ziyang Chen Maarten de Rijke Z. Z. Ren 66 3 0 25 Feb 2025
Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam Tianjin Huang Haotian Hu Zhenyu (Allen) Zhang Gaojie Jin Xianrui Li ... Tianlong Chen Lu Liu Qingsong Wen Zhangyang Wang Shiwei Liu MQ 39 0 0 24 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 69 2 0 24 Feb 2025
CHBench: A Chinese Dataset for Evaluating Health in Large Language Models Chenlu Guo Nuo Xu Yi-Ju Chang Yuan Wu AI4MH LM&MA 57 1 0 24 Feb 2025
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models Weilan Wang Yu Mao Dongdong Tang Hongchao Du Nan Guan Chun Jason Xue MQ 67 1 0 24 Feb 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 68 0 0 24 Feb 2025
Navigation-GPT: A Robust and Adaptive Framework Utilizing Large Language Models for Navigation Applications Feng Ma Xuben Wang Chen Chen Xiao-bin Xu Xin-ping Yan 151 0 0 23 Feb 2025
PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System Yintao He Haiyu Mao Christina Giannoula Mohammad Sadrosadati Juan Gómez Luna Huawei Li Xiaowei Li Ying Wang O. Mutlu 43 5 0 21 Feb 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework Reza Averly Xia Ning 116 1 0 21 Feb 2025
Simplifying Formal Proof-Generating Models with ChatGPT and Basic Searching Techniques Sangjun Han Taeil Hur Youngmi Hur Kathy Sangkyung Lee Myungyoon Lee Hyojae Lim 153 0 0 20 Feb 2025
Stacking as Accelerated Gradient Descent Naman Agarwal Pranjal Awasthi Satyen Kale Eric Zhao ODL 73 2 0 20 Feb 2025
EvoP: Robust LLM Inference via Evolutionary Pruning Shangyu Wu Hongchao Du Ying Xiong Shuai Chen Tei-Wei Kuo Nan Guan Chun Jason Xue 34 1 0 19 Feb 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 54 3 0 17 Feb 2025
Understanding Silent Data Corruption in LLM Training Jeffrey Ma Hengzhi Pei Leonard Lausen George Karypis 42 0 0 17 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 63 5 0 17 Feb 2025
AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng Zhiyuan Huang Zhenghai Xue Xinrun Wang Bo An Shuicheng Yan 88 14 0 17 Feb 2025
Towards Reasoning Ability of Small Language Models Gaurav Srivastava Shuxiang Cao Xuan Wang ReLM LRM 60 4 0 17 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 59 1 0 16 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jiashuo Sun J. Han RALM 85 0 0 16 Feb 2025
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages Shreyan Biswas Alexander Erlei U. Gadiraju 107 4 0 13 Feb 2025